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lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/QrCodeAlignmentPatternLocator.java
QrCodeAlignmentPatternLocator.centerOnSquare
boolean centerOnSquare(QrCode.Alignment pattern, float guessY, float guessX) { float step = 1; float bestMag = Float.MAX_VALUE; float bestX = guessX; float bestY = guessY; for (int i = 0; i < 10; i++) { for (int row = 0; row < 3; row++) { float gridy = guessY - 1f + row; for (int col = 0; col < 3;...
java
boolean centerOnSquare(QrCode.Alignment pattern, float guessY, float guessX) { float step = 1; float bestMag = Float.MAX_VALUE; float bestX = guessX; float bestY = guessY; for (int i = 0; i < 10; i++) { for (int row = 0; row < 3; row++) { float gridy = guessY - 1f + row; for (int col = 0; col < 3;...
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If the initial guess is within the inner white circle or black dot this will ensure that it is centered on the black dot
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/QrCodeAlignmentPatternLocator.java#L153-L198
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/QrCodeAlignmentPatternLocator.java
QrCodeAlignmentPatternLocator.localize
boolean localize(QrCode.Alignment pattern, float guessY, float guessX) { // sample along the middle. Try to not sample the outside edges which could confuse it for (int i = 0; i < arrayY.length; i++) { float x = guessX - 1.5f + i*3f/12.0f; float y = guessY - 1.5f + i*3f/12.0f; arrayX[i] = reader.read(gue...
java
boolean localize(QrCode.Alignment pattern, float guessY, float guessX) { // sample along the middle. Try to not sample the outside edges which could confuse it for (int i = 0; i < arrayY.length; i++) { float x = guessX - 1.5f + i*3f/12.0f; float y = guessY - 1.5f + i*3f/12.0f; arrayX[i] = reader.read(gue...
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Localizizes the alignment pattern crudely by searching for the black box in the center by looking for its edges in the gray scale image @return true if success or false if it doesn't resemble an alignment pattern
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/QrCodeAlignmentPatternLocator.java#L206-L234
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java
ConvertDescriptors.positive
public static void positive( TupleDesc_F64 input , TupleDesc_U8 output ) { double max = 0; for( int i = 0; i < input.size(); i++ ) { double v = input.value[i]; if( v > max ) max = v; } if( max == 0 ) max = 1.0; for( int i = 0; i < input.size(); i++ ) { output.value[i] = (byte)(255.0*input.va...
java
public static void positive( TupleDesc_F64 input , TupleDesc_U8 output ) { double max = 0; for( int i = 0; i < input.size(); i++ ) { double v = input.value[i]; if( v > max ) max = v; } if( max == 0 ) max = 1.0; for( int i = 0; i < input.size(); i++ ) { output.value[i] = (byte)(255.0*input.va...
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Converts a floating point description with all positive values into the 8-bit integer descriptor by dividing each element in the input by the element maximum value and multiplying by 255. @param input Description with elements that are all positive @param output Unsigned 8-bit output
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java#L39-L53
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java
ConvertDescriptors.real
public static void real( TupleDesc_F64 input , TupleDesc_S8 output ) { double max = 0; for( int i = 0; i < input.size(); i++ ) { double v = Math.abs(input.value[i]); if( v > max ) max = v; } for( int i = 0; i < input.size(); i++ ) { output.value[i] = (byte)(127.0*input.value[i]/max); } }
java
public static void real( TupleDesc_F64 input , TupleDesc_S8 output ) { double max = 0; for( int i = 0; i < input.size(); i++ ) { double v = Math.abs(input.value[i]); if( v > max ) max = v; } for( int i = 0; i < input.size(); i++ ) { output.value[i] = (byte)(127.0*input.value[i]/max); } }
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Converts a floating point description with real values into the 8-bit integer descriptor by dividing each element in the input by the element maximum absolute value and multiplying by 127. @param input Description with elements that are all positive @param output Unsigned 8-bit output
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java#L62-L73
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java
ConvertDescriptors.convertNcc
public static void convertNcc( TupleDesc_F64 input , NccFeature output ) { if( input.size() != output.size() ) throw new IllegalArgumentException("Feature lengths do not match."); double mean = 0; for (int i = 0; i < input.value.length; i++) { mean += input.value[i]; } mean /= input.value.length; d...
java
public static void convertNcc( TupleDesc_F64 input , NccFeature output ) { if( input.size() != output.size() ) throw new IllegalArgumentException("Feature lengths do not match."); double mean = 0; for (int i = 0; i < input.value.length; i++) { mean += input.value[i]; } mean /= input.value.length; d...
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Converts a regular feature description into a NCC feature description @param input Tuple descriptor. (not modified) @param output The equivalent NCC feature. (modified)
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/descriptor/ConvertDescriptors.java#L80-L100
train
lessthanoptimal/BoofCV
examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java
ExampleConvolution.convolve1D
private static void convolve1D(GrayU8 gray) { ImageBorder<GrayU8> border = FactoryImageBorder.wrap(BorderType.EXTENDED, gray); Kernel1D_S32 kernel = new Kernel1D_S32(2); kernel.offset = 1; // specify the kernel's origin kernel.data[0] = 1; kernel.data[1] = -1; GrayS16 output = new GrayS16(gray.width,gray.h...
java
private static void convolve1D(GrayU8 gray) { ImageBorder<GrayU8> border = FactoryImageBorder.wrap(BorderType.EXTENDED, gray); Kernel1D_S32 kernel = new Kernel1D_S32(2); kernel.offset = 1; // specify the kernel's origin kernel.data[0] = 1; kernel.data[1] = -1; GrayS16 output = new GrayS16(gray.width,gray.h...
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Convolves a 1D kernel horizontally and vertically
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java#L63-L77
train
lessthanoptimal/BoofCV
examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java
ExampleConvolution.convolve2D
private static void convolve2D(GrayU8 gray) { // By default 2D kernels will be centered around width/2 Kernel2D_S32 kernel = new Kernel2D_S32(3); kernel.set(1,0,2); kernel.set(2,1,2); kernel.set(0,1,-2); kernel.set(1,2,-2); // Output needs to handle the increased domain after convolution. Can't be 8bit ...
java
private static void convolve2D(GrayU8 gray) { // By default 2D kernels will be centered around width/2 Kernel2D_S32 kernel = new Kernel2D_S32(3); kernel.set(1,0,2); kernel.set(2,1,2); kernel.set(0,1,-2); kernel.set(1,2,-2); // Output needs to handle the increased domain after convolution. Can't be 8bit ...
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Convolves a 2D kernel
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java#L82-L96
train
lessthanoptimal/BoofCV
examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java
ExampleConvolution.normalize2D
private static void normalize2D(GrayU8 gray) { // Create a Gaussian kernel with radius of 3 Kernel2D_S32 kernel = FactoryKernelGaussian.gaussian2D(GrayU8.class, -1, 3); // Note that there is a more efficient way to compute this convolution since it is a separable kernel // just use BlurImageOps instead. // S...
java
private static void normalize2D(GrayU8 gray) { // Create a Gaussian kernel with radius of 3 Kernel2D_S32 kernel = FactoryKernelGaussian.gaussian2D(GrayU8.class, -1, 3); // Note that there is a more efficient way to compute this convolution since it is a separable kernel // just use BlurImageOps instead. // S...
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Convolves a 2D normalized kernel. This kernel is divided by its sum after computation.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/examples/src/main/java/boofcv/examples/imageprocessing/ExampleConvolution.java#L101-L112
train
lessthanoptimal/BoofCV
main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java
Zhang99CalibrationMatrixFromHomographies.process
public void process( List<DMatrixRMaj> homographies ) { if( assumeZeroSkew ) { if( homographies.size() < 2 ) throw new IllegalArgumentException("At least two homographies are required. Found "+homographies.size()); } else if( homographies.size() < 3 ) { throw new IllegalArgumentException("At least three h...
java
public void process( List<DMatrixRMaj> homographies ) { if( assumeZeroSkew ) { if( homographies.size() < 2 ) throw new IllegalArgumentException("At least two homographies are required. Found "+homographies.size()); } else if( homographies.size() < 3 ) { throw new IllegalArgumentException("At least three h...
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Given a set of homographies computed from a sequence of images that observe the same plane it estimates the camera's calibration. @param homographies Homographies computed from observations of the calibration grid.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java#L93-L115
train
lessthanoptimal/BoofCV
main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java
Zhang99CalibrationMatrixFromHomographies.computeV
private void computeV( DMatrixRMaj h1 ,DMatrixRMaj h2 , DMatrixRMaj v ) { double h1x = h1.get(0,0); double h1y = h1.get(1,0); double h1z = h1.get(2,0); double h2x = h2.get(0,0); double h2y = h2.get(1,0); double h2z = h2.get(2,0); v.set(0,0,h1x*h2x); v.set(0,1,h1x*h2y+h1y*h2x); v.set(0,2,h1y*h2y); ...
java
private void computeV( DMatrixRMaj h1 ,DMatrixRMaj h2 , DMatrixRMaj v ) { double h1x = h1.get(0,0); double h1y = h1.get(1,0); double h1z = h1.get(2,0); double h2x = h2.get(0,0); double h2y = h2.get(1,0); double h2z = h2.get(2,0); v.set(0,0,h1x*h2x); v.set(0,1,h1x*h2y+h1y*h2x); v.set(0,2,h1y*h2y); ...
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This computes the v_ij vector found in the paper.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java#L210-L226
train
lessthanoptimal/BoofCV
main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java
Zhang99CalibrationMatrixFromHomographies.computeParam
private void computeParam() { // reduce overflow/underflow CommonOps_DDRM.divide(b,CommonOps_DDRM.elementMaxAbs(b)); double B11 = b.get(0,0); double B12 = b.get(1,0); double B22 = b.get(2,0); double B13 = b.get(3,0); double B23 = b.get(4,0); double B33 = b.get(5,0); double temp0 = B12*B13 - B11*B23;...
java
private void computeParam() { // reduce overflow/underflow CommonOps_DDRM.divide(b,CommonOps_DDRM.elementMaxAbs(b)); double B11 = b.get(0,0); double B12 = b.get(1,0); double B22 = b.get(2,0); double B13 = b.get(3,0); double B23 = b.get(4,0); double B33 = b.get(5,0); double temp0 = B12*B13 - B11*B23;...
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Compute the calibration parameters from the b matrix.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-calibration/src/main/java/boofcv/alg/geo/calibration/Zhang99CalibrationMatrixFromHomographies.java#L252-L282
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/intensity/impl/ImplIntegralImageFeatureIntensity.java
ImplIntegralImageFeatureIntensity.hessianNaive
public static void hessianNaive(GrayF32 integral, int skip , int size , GrayF32 intensity) { final int w = intensity.width; final int h = intensity.height; // get convolution kernels for the second order derivatives IntegralKernel kerXX = DerivativeIntegralImage.kernelDerivXX(size,null); IntegralKe...
java
public static void hessianNaive(GrayF32 integral, int skip , int size , GrayF32 intensity) { final int w = intensity.width; final int h = intensity.height; // get convolution kernels for the second order derivatives IntegralKernel kerXX = DerivativeIntegralImage.kernelDerivXX(size,null); IntegralKe...
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Brute force approach which is easy to validate through visual inspection.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/intensity/impl/ImplIntegralImageFeatureIntensity.java#L45-L67
train
lessthanoptimal/BoofCV
demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java
DemoThreeViewStereoApp.openImageSet
@Override public void openImageSet(String ...files ) { synchronized (lockProcessing) { if( processing ) { JOptionPane.showMessageDialog(this, "Still processing"); return; } } // disable the menu until it finish processing the images setMenuBarEnabled(false); super.openImageSet(files); }
java
@Override public void openImageSet(String ...files ) { synchronized (lockProcessing) { if( processing ) { JOptionPane.showMessageDialog(this, "Still processing"); return; } } // disable the menu until it finish processing the images setMenuBarEnabled(false); super.openImageSet(files); }
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Prevent the user from tring to process more than one image at once
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java#L203-L214
train
lessthanoptimal/BoofCV
demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java
DemoThreeViewStereoApp.scaleBuffered
private BufferedImage scaleBuffered( BufferedImage input ) { int m = Math.max(input.getWidth(),input.getHeight()); if( m <= controls.maxImageSize ) return input; else { double scale = controls.maxImageSize/(double)m; int w = (int)(scale*input.getWidth()+0.5); int h = (int)(scale*input.getHeight()+0.5)...
java
private BufferedImage scaleBuffered( BufferedImage input ) { int m = Math.max(input.getWidth(),input.getHeight()); if( m <= controls.maxImageSize ) return input; else { double scale = controls.maxImageSize/(double)m; int w = (int)(scale*input.getWidth()+0.5); int h = (int)(scale*input.getHeight()+0.5)...
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Scale buffered image so that it meets the image size restrictions
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java#L309-L327
train
lessthanoptimal/BoofCV
demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java
DemoThreeViewStereoApp.selectBestPair
private int[] selectBestPair( SceneStructureMetric structure ) { Se3_F64 w_to_0 = structure.views[0].worldToView; Se3_F64 w_to_1 = structure.views[1].worldToView; Se3_F64 w_to_2 = structure.views[2].worldToView; Se3_F64 view0_to_1 = w_to_0.invert(null).concat(w_to_1,null); Se3_F64 view0_to_2 = w_to_0.invert(...
java
private int[] selectBestPair( SceneStructureMetric structure ) { Se3_F64 w_to_0 = structure.views[0].worldToView; Se3_F64 w_to_1 = structure.views[1].worldToView; Se3_F64 w_to_2 = structure.views[2].worldToView; Se3_F64 view0_to_1 = w_to_0.invert(null).concat(w_to_1,null); Se3_F64 view0_to_2 = w_to_0.invert(...
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Select two views which are the closest to an idea stereo pair. Little rotation and little translation along z-axis
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java#L516-L544
train
lessthanoptimal/BoofCV
demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java
DemoThreeViewStereoApp.score
private double score( Se3_F64 se ) { // Rodrigues_F64 rod = new Rodrigues_F64(); // ConvertRotation3D_F64.matrixToRodrigues(se.R,rod); double x = Math.abs(se.T.x); double y = Math.abs(se.T.y); double z = Math.abs(se.T.z)+1e-8; double r = Math.max(x/(y+z),y/(x+z)); // System.out.println(se.T+" angle="+rod...
java
private double score( Se3_F64 se ) { // Rodrigues_F64 rod = new Rodrigues_F64(); // ConvertRotation3D_F64.matrixToRodrigues(se.R,rod); double x = Math.abs(se.T.x); double y = Math.abs(se.T.y); double z = Math.abs(se.T.z)+1e-8; double r = Math.max(x/(y+z),y/(x+z)); // System.out.println(se.T+" angle="+rod...
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Give lower scores to transforms with no rotation and translations along x or y axis.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/demonstrations/src/main/java/boofcv/demonstrations/sfm/multiview/DemoThreeViewStereoApp.java#L549-L563
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polygon/RefinePolygonToContour.java
RefinePolygonToContour.process
public void process(List<Point2D_I32> contour , GrowQueue_I32 vertexes , Polygon2D_F64 output ) { int numDecreasing = 0; for (int i = vertexes.size-1,j=0; j < vertexes.size; i=j,j++) { if( vertexes.get(i) > vertexes.get(j ) ) numDecreasing++; } boolean decreasing = numDecreasing > 1; output.vertexes...
java
public void process(List<Point2D_I32> contour , GrowQueue_I32 vertexes , Polygon2D_F64 output ) { int numDecreasing = 0; for (int i = vertexes.size-1,j=0; j < vertexes.size; i=j,j++) { if( vertexes.get(i) > vertexes.get(j ) ) numDecreasing++; } boolean decreasing = numDecreasing > 1; output.vertexes...
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Refines the estimate using all the points in the contour @param contour (Input) The shape's contour @param vertexes (Input) List of indexes that are vertexes in the contour @param output (Output) Storage for where the found polygon is saved to
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polygon/RefinePolygonToContour.java#L54-L100
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/struct/calib/CameraPinholeBrown.java
CameraPinholeBrown.isDistorted
public boolean isDistorted() { if( radial != null && radial.length > 0 ) { for (int i = 0; i < radial.length; i++) { if( radial[i] != 0 ) return true; } } return t1 != 0 || t2 != 0; }
java
public boolean isDistorted() { if( radial != null && radial.length > 0 ) { for (int i = 0; i < radial.length; i++) { if( radial[i] != 0 ) return true; } } return t1 != 0 || t2 != 0; }
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If true then distortion parameters are specified.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/struct/calib/CameraPinholeBrown.java#L110-L118
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.process
public void process( List<List<SquareNode>> clusters ) { valid.reset(); for( int i = 0; i < clusters.size(); i++ ) { List<SquareNode> graph = clusters.get(i); if( graph.size() < minimumElements ) continue; switch( checkNumberOfConnections(graph) ) { case 1:orderIntoLine(graph); break; case 2...
java
public void process( List<List<SquareNode>> clusters ) { valid.reset(); for( int i = 0; i < clusters.size(); i++ ) { List<SquareNode> graph = clusters.get(i); if( graph.size() < minimumElements ) continue; switch( checkNumberOfConnections(graph) ) { case 1:orderIntoLine(graph); break; case 2...
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Converts the set of provided clusters into ordered grids. @param clusters List of clustered nodes
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L58-L73
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.checkNumberOfConnections
int checkNumberOfConnections( List<SquareNode> graph ) { int histogram[] = new int[5]; for (int i = 0; i < graph.size(); i++) { histogram[ graph.get(i).getNumberOfConnections() ]++; } if( graph.size() == 1 ) { if( histogram[0] != 1 ) return 0; return 1; } else if( histogram[1] == 2 ) { // l...
java
int checkNumberOfConnections( List<SquareNode> graph ) { int histogram[] = new int[5]; for (int i = 0; i < graph.size(); i++) { histogram[ graph.get(i).getNumberOfConnections() ]++; } if( graph.size() == 1 ) { if( histogram[0] != 1 ) return 0; return 1; } else if( histogram[1] == 2 ) { // l...
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Does a weak check on the number of edges in the graph. Since the structure isn't known it can't make harder checks @return 0 = not a grid. 1 = line, 2 = grud
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L81-L115
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.addRowsToGrid
boolean addRowsToGrid(List<SquareNode> column, List<SquareNode> ordered) { for (int i = 0; i < column.size(); i++) { column.get(i).graph = 0; } // now add the rows by traversing down the column int numFirsRow = 0; for (int j = 0; j < column.size(); j++) { SquareNode n = column.get(j); n.graph = SEA...
java
boolean addRowsToGrid(List<SquareNode> column, List<SquareNode> ordered) { for (int i = 0; i < column.size(); i++) { column.get(i).graph = 0; } // now add the rows by traversing down the column int numFirsRow = 0; for (int j = 0; j < column.size(); j++) { SquareNode n = column.get(j); n.graph = SEA...
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Competes the graph by traversing down the first column and adding the rows one at a time
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L220-L271
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.addLineToGrid
int addLineToGrid(SquareNode a, SquareNode b, List<SquareNode> list) { int total = 2; // double maxAngle = UtilAngle.radian(45); while( true ) { // double slopeX0 = b.center.x - a.center.x; // double slopeY0 = b.center.y - a.center.y; // double angleAB = Math.atan2(slopeY0,slopeX0); // see which side ...
java
int addLineToGrid(SquareNode a, SquareNode b, List<SquareNode> list) { int total = 2; // double maxAngle = UtilAngle.radian(45); while( true ) { // double slopeX0 = b.center.x - a.center.x; // double slopeY0 = b.center.y - a.center.y; // double angleAB = Math.atan2(slopeY0,slopeX0); // see which side ...
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Add all the nodes into the list which lie along the line defined by a and b. a is assumed to be an end point. Care is taken to not cycle.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L277-L329
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.pickNot
static SquareNode pickNot( SquareNode target , SquareNode child ) { for (int i = 0; i < 4; i++) { SquareEdge e = target.edges[i]; if( e == null ) continue; SquareNode c = e.destination(target); if( c != child ) return c; } throw new RuntimeException("There was no odd one out some how"); }
java
static SquareNode pickNot( SquareNode target , SquareNode child ) { for (int i = 0; i < 4; i++) { SquareEdge e = target.edges[i]; if( e == null ) continue; SquareNode c = e.destination(target); if( c != child ) return c; } throw new RuntimeException("There was no odd one out some how"); }
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There are only two edges on target. Pick the edge which does not go to the provided child
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L334-L344
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java
SquareRegularClustersIntoGrids.pickNot
static SquareNode pickNot( SquareNode target , SquareNode child0 , SquareNode child1 ) { for (int i = 0; i < 4; i++) { SquareEdge e = target.edges[i]; if( e == null ) continue; SquareNode c = e.destination(target); if( c != child0 && c != child1 ) return c; } throw new RuntimeException("There was ...
java
static SquareNode pickNot( SquareNode target , SquareNode child0 , SquareNode child1 ) { for (int i = 0; i < 4; i++) { SquareEdge e = target.edges[i]; if( e == null ) continue; SquareNode c = e.destination(target); if( c != child0 && c != child1 ) return c; } throw new RuntimeException("There was ...
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There are only three edges on target and two of them are known. Pick the one which isn't an inptu child
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/calib/squares/SquareRegularClustersIntoGrids.java#L349-L358
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java
ImageSegmentationOps.countRegionPixels
public static int countRegionPixels(GrayS32 labeled , int which ) { int total = 0; for( int y = 0; y < labeled.height; y++ ) { int index = labeled.startIndex + y*labeled.stride; for( int x = 0; x < labeled.width; x++ ) { if( labeled.data[index++] == which ) { total++; } } } return total; ...
java
public static int countRegionPixels(GrayS32 labeled , int which ) { int total = 0; for( int y = 0; y < labeled.height; y++ ) { int index = labeled.startIndex + y*labeled.stride; for( int x = 0; x < labeled.width; x++ ) { if( labeled.data[index++] == which ) { total++; } } } return total; ...
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Counts the number of instances of 'which' inside the labeled image. @param labeled Image which has been labeled @param which The label being searched for @return Number of instances of 'which' in 'labeled'
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java#L44-L55
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java
ImageSegmentationOps.countRegionPixels
public static void countRegionPixels(GrayS32 labeled , int totalRegions , int counts[] ) { Arrays.fill(counts,0,totalRegions,0); for( int y = 0; y < labeled.height; y++ ) { int index = labeled.startIndex + y*labeled.stride; for( int x = 0; x < labeled.width; x++ ) { counts[labeled.data[index++]]++; }...
java
public static void countRegionPixels(GrayS32 labeled , int totalRegions , int counts[] ) { Arrays.fill(counts,0,totalRegions,0); for( int y = 0; y < labeled.height; y++ ) { int index = labeled.startIndex + y*labeled.stride; for( int x = 0; x < labeled.width; x++ ) { counts[labeled.data[index++]]++; }...
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Counts the number of pixels in all regions. Regions must be have labels from 0 to totalRegions-1. @param labeled (Input) labeled image @param totalRegions Total number of regions @param counts Storage for pixel counts
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java#L64-L74
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java
ImageSegmentationOps.regionPixelId_to_Compact
public static void regionPixelId_to_Compact(GrayS32 graph, GrowQueue_I32 segmentId, GrayS32 output) { InputSanityCheck.checkSameShape(graph,output); // Change the label of root nodes to be the new compacted labels for( int i = 0; i < segmentId.size; i++ ) { graph.data[segmentId.data[i]] = i; } // In the...
java
public static void regionPixelId_to_Compact(GrayS32 graph, GrowQueue_I32 segmentId, GrayS32 output) { InputSanityCheck.checkSameShape(graph,output); // Change the label of root nodes to be the new compacted labels for( int i = 0; i < segmentId.size; i++ ) { graph.data[segmentId.data[i]] = i; } // In the...
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Compacts the region labels such that they are consecutive numbers starting from 0. The ID of a root node must the index of a pixel in the 'graph' image, taking in account the change in coordinates for sub-images. @param graph Input segmented image where the ID's are not compacted @param segmentId List of segment ID's....
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/ImageSegmentationOps.java#L85-L111
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java
FactoryOrientationAlgs.image_ii
public static <II extends ImageGray<II>> OrientationIntegral<II> image_ii( double objectRadiusToScale, int sampleRadius , double samplePeriod , int sampleWidth, double weightSigma , Class<II> integralImage) { return (OrientationIntegral<II>) new ImplOrientationImageAverageIntegral(objectRad...
java
public static <II extends ImageGray<II>> OrientationIntegral<II> image_ii( double objectRadiusToScale, int sampleRadius , double samplePeriod , int sampleWidth, double weightSigma , Class<II> integralImage) { return (OrientationIntegral<II>) new ImplOrientationImageAverageIntegral(objectRad...
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Estimates the orientation without calculating the image derivative. @see ImplOrientationImageAverageIntegral @param sampleRadius Radius of the region being considered in terms of samples. Typically 6. @param samplePeriod How often the image is sampled. This number is scaled. Typically 1. @param sampleWidth How wide...
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java#L148-L156
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java
FactoryOrientationAlgs.sliding_ii
public static <II extends ImageGray<II>> OrientationIntegral<II> sliding_ii( ConfigSlidingIntegral config , Class<II> integralType) { if( config == null ) config = new ConfigSlidingIntegral(); config.checkValidity(); return (OrientationIntegral<II>) new ImplOrientationSlidingWindowIntegral(config.object...
java
public static <II extends ImageGray<II>> OrientationIntegral<II> sliding_ii( ConfigSlidingIntegral config , Class<II> integralType) { if( config == null ) config = new ConfigSlidingIntegral(); config.checkValidity(); return (OrientationIntegral<II>) new ImplOrientationSlidingWindowIntegral(config.object...
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Estimates the orientation of a region by using a sliding window across the different potential angles. @see OrientationSlidingWindow @param config Configuration for algorithm. If null defaults will be used. @param integralType Type of integral image being processed. @return OrientationIntegral
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java#L168-L178
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java
FactoryOrientationAlgs.sift
public static <D extends ImageGray<D>> OrientationHistogramSift<D> sift(ConfigSiftOrientation config , Class<D> derivType ) { if( config == null ) config = new ConfigSiftOrientation(); config.checkValidity(); return new OrientationHistogramSift(config.histogramSize,config.sigmaEnlarge,derivType); }
java
public static <D extends ImageGray<D>> OrientationHistogramSift<D> sift(ConfigSiftOrientation config , Class<D> derivType ) { if( config == null ) config = new ConfigSiftOrientation(); config.checkValidity(); return new OrientationHistogramSift(config.histogramSize,config.sigmaEnlarge,derivType); }
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Estimates multiple orientations as specified in SIFT paper. @param config Configuration for algorithm. If null defaults will be used. @param derivType Type of derivative image it takes as input @return OrientationHistogramSift
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/factory/feature/orientation/FactoryOrientationAlgs.java#L187-L194
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/template/TemplateMatching.java
TemplateMatching.setTemplate
public void setTemplate(T template, T mask , int maxMatches) { this.template = template; this.mask = mask; this.maxMatches = maxMatches; }
java
public void setTemplate(T template, T mask , int maxMatches) { this.template = template; this.mask = mask; this.maxMatches = maxMatches; }
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Specifies the template to search for and the maximum number of matches to return. @param template Template being searched for @param mask Optional mask. Same size as template. 0 = pixel is transparent, values larger than zero determine how influential the pixel is. Can be null. @param maxMatches The maximum...
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f01c0243da0ec086285ee722183804d5923bc3ac
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train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/template/TemplateMatching.java
TemplateMatching.setImage
public void setImage(T image ) { match.setInputImage(image); this.imageWidth = image.width; this.imageHeight = image.height; }
java
public void setImage(T image ) { match.setInputImage(image); this.imageWidth = image.width; this.imageHeight = image.height; }
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Specifies the input image which the template is to be found inside. @param image Image being processed
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/template/TemplateMatching.java#L103-L107
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/feature/detect/template/TemplateMatching.java
TemplateMatching.process
public void process() { // compute match intensities if( mask == null ) match.process(template); else match.process(template,mask); GrayF32 intensity = match.getIntensity(); int offsetX = 0; int offsetY = 0; // adjust intensity image size depending on if there is a border or not if (!match.isBo...
java
public void process() { // compute match intensities if( mask == null ) match.process(template); else match.process(template,mask); GrayF32 intensity = match.getIntensity(); int offsetX = 0; int offsetY = 0; // adjust intensity image size depending on if there is a border or not if (!match.isBo...
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Performs template matching.
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f01c0243da0ec086285ee722183804d5923bc3ac
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train
lessthanoptimal/BoofCV
integration/boofcv-swing/src/main/java/boofcv/gui/SelectAlgorithmPanel.java
SelectAlgorithmPanel.refreshAlgorithm
public void refreshAlgorithm() { Object cookie = algCookies.get(algBox.getSelectedIndex()); String name = (String)algBox.getSelectedItem(); performSetAlgorithm(name, cookie); }
java
public void refreshAlgorithm() { Object cookie = algCookies.get(algBox.getSelectedIndex()); String name = (String)algBox.getSelectedItem(); performSetAlgorithm(name, cookie); }
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Tells it to switch again to the current algorithm. Useful if the input has changed and information needs to be rendered again.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/integration/boofcv-swing/src/main/java/boofcv/gui/SelectAlgorithmPanel.java#L83-L87
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.process
public boolean process(List<Point2D_I32> contour ) { // Reset internal book keeping variables reset(); if( loops ) { // Reject pathological case if (contour.size() < 3) return false; if (!findInitialTriangle(contour)) return false; } else { // Reject pathological case if( contour.size()...
java
public boolean process(List<Point2D_I32> contour ) { // Reset internal book keeping variables reset(); if( loops ) { // Reject pathological case if (contour.size() < 3) return false; if (!findInitialTriangle(contour)) return false; } else { // Reject pathological case if( contour.size()...
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L130-L189
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.savePolyline
boolean savePolyline() { int N = loops ? 3 : 2; // if a polyline of this size has already been saved then over write it CandidatePolyline c; if( list.size() <= polylines.size+N-1 ) { c = polylines.get( list.size()-N ); // sanity check if( c.splits.size != list.size() ) throw new RuntimeException("...
java
boolean savePolyline() { int N = loops ? 3 : 2; // if a polyline of this size has already been saved then over write it CandidatePolyline c; if( list.size() <= polylines.size+N-1 ) { c = polylines.get( list.size()-N ); // sanity check if( c.splits.size != list.size() ) throw new RuntimeException("...
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Saves the current polyline @return true if the polyline is better than any previously saved result false if not and it wasn't saved
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L250-L286
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.computeScore
static double computeScore( LinkedList<Corner> list , double cornerPenalty , boolean loops ) { double sumSides = 0; Element<Corner> e = list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( e != end ) { sumSides += e.object.sideError; e = e.next; } int numSides = loops ? list.si...
java
static double computeScore( LinkedList<Corner> list , double cornerPenalty , boolean loops ) { double sumSides = 0; Element<Corner> e = list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( e != end ) { sumSides += e.object.sideError; e = e.next; } int numSides = loops ? list.si...
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Computes the score for a list
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L291-L303
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.findInitialTriangle
boolean findInitialTriangle(List<Point2D_I32> contour) { // find the first estimate for a corner int cornerSeed = findCornerSeed(contour); // see if it can reject the contour immediately if( convex ) { if( !isConvexUsingMaxDistantPoints(contour,0,cornerSeed)) return false; } // Select the second co...
java
boolean findInitialTriangle(List<Point2D_I32> contour) { // find the first estimate for a corner int cornerSeed = findCornerSeed(contour); // see if it can reject the contour immediately if( convex ) { if( !isConvexUsingMaxDistantPoints(contour,0,cornerSeed)) return false; } // Select the second co...
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Select an initial triangle. A good initial triangle is needed. By good it should minimize the error of the contour from each side
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L309-L342
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.initializeScore
private boolean initializeScore(List<Point2D_I32> contour , boolean loops ) { // Score each side Element<Corner> e = list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( e != end ) { if (convex && !isSideConvex(contour, e)) return false; Element<Corner> n = e.next; double e...
java
private boolean initializeScore(List<Point2D_I32> contour , boolean loops ) { // Score each side Element<Corner> e = list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( e != end ) { if (convex && !isSideConvex(contour, e)) return false; Element<Corner> n = e.next; double e...
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Computes the score and potential split for each side @param contour @return
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L349-L377
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.ensureTriangleOrder
void ensureTriangleOrder(List<Point2D_I32> contour ) { Element<Corner> e = list.getHead(); Corner a = e.object;e=e.next; Corner b = e.object;e=e.next; Corner c = e.object; int distB = CircularIndex.distanceP(a.index,b.index,contour.size()); int distC = CircularIndex.distanceP(a.index,c.index,contour.size()...
java
void ensureTriangleOrder(List<Point2D_I32> contour ) { Element<Corner> e = list.getHead(); Corner a = e.object;e=e.next; Corner b = e.object;e=e.next; Corner c = e.object; int distB = CircularIndex.distanceP(a.index,b.index,contour.size()); int distC = CircularIndex.distanceP(a.index,c.index,contour.size()...
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Make sure the next corner after the head is the closest one to the head
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L382-L397
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.increaseNumberOfSidesByOne
boolean increaseNumberOfSidesByOne(List<Point2D_I32> contour, boolean loops ) { // System.out.println("increase number of sides by one. list = "+list.size()); Element<Corner> selected = selectCornerToSplit(loops); // No side can be split if( selected == null ) return false; // Update the corner who's side...
java
boolean increaseNumberOfSidesByOne(List<Point2D_I32> contour, boolean loops ) { // System.out.println("increase number of sides by one. list = "+list.size()); Element<Corner> selected = selectCornerToSplit(loops); // No side can be split if( selected == null ) return false; // Update the corner who's side...
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Increase the number of sides in the polyline. This is done greedily selecting the side which would improve the score by the most of it was split. @param contour Contour @return true if a split was selected and false if not
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L413-L444
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.isSideConvex
boolean isSideConvex(List<Point2D_I32> contour, Element<Corner> e1) { // a conservative estimate for concavity. Assumes a triangle and that the farthest // point is equal to the distance between the two corners Element<Corner> e2 = next(e1); int length = CircularIndex.distanceP(e1.object.index,e2.object.index...
java
boolean isSideConvex(List<Point2D_I32> contour, Element<Corner> e1) { // a conservative estimate for concavity. Assumes a triangle and that the farthest // point is equal to the distance between the two corners Element<Corner> e2 = next(e1); int length = CircularIndex.distanceP(e1.object.index,e2.object.index...
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Checks to see if the side could belong to a convex shape
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L449-L466
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.selectCornerToSplit
Element<Corner> selectCornerToSplit( boolean loops ) { Element<Corner> selected = null; double bestChange = convex ? 0 : -Double.MAX_VALUE; // Pick the side that if split would improve the overall score the most Element<Corner> e=list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( ...
java
Element<Corner> selectCornerToSplit( boolean loops ) { Element<Corner> selected = null; double bestChange = convex ? 0 : -Double.MAX_VALUE; // Pick the side that if split would improve the overall score the most Element<Corner> e=list.getHead(); Element<Corner> end = loops ? null : list.getTail(); while( ...
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Selects the best side to split the polyline at. @return the selected side or null if the score will not be improved if any of the sides are split
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L472-L501
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.selectCornerToRemove
Element<Corner> selectCornerToRemove(List<Point2D_I32> contour , ErrorValue sideError , boolean loops ) { if( list.size() <= 3 ) return null; // Pick the side that if split would improve the overall score the most Element<Corner> target,end; // if it loops any corner can be split. If it doesn't look the en...
java
Element<Corner> selectCornerToRemove(List<Point2D_I32> contour , ErrorValue sideError , boolean loops ) { if( list.size() <= 3 ) return null; // Pick the side that if split would improve the overall score the most Element<Corner> target,end; // if it loops any corner can be split. If it doesn't look the en...
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Selects the best corner to remove. If no corner was found that can be removed then null is returned @return The corner to remove. Should only return null if there are 3 sides or less
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L507-L543
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.removeCornerAndSavePolyline
boolean removeCornerAndSavePolyline( Element<Corner> corner, double sideErrorAfterRemoved ) { // System.out.println("removing a corner idx="+target.object.index); // Note: the corner is "lost" until the next contour is fit. Not worth the effort to recycle Element<Corner> p = previous(corner); // go through t...
java
boolean removeCornerAndSavePolyline( Element<Corner> corner, double sideErrorAfterRemoved ) { // System.out.println("removing a corner idx="+target.object.index); // Note: the corner is "lost" until the next contour is fit. Not worth the effort to recycle Element<Corner> p = previous(corner); // go through t...
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Remove the corner from the current polyline. If the new polyline has a better score than the currently saved one with the same number of corners save it @param corner The corner to removed
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L550-L563
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.findCornerSeed
static int findCornerSeed(List<Point2D_I32> contour ) { Point2D_I32 a = contour.get(0); int best = -1; double bestDistance = -Double.MAX_VALUE; for (int i = 1; i < contour.size(); i++) { Point2D_I32 b = contour.get(i); double d = distanceSq(a,b); if( d > bestDistance ) { bestDistance = d; be...
java
static int findCornerSeed(List<Point2D_I32> contour ) { Point2D_I32 a = contour.get(0); int best = -1; double bestDistance = -Double.MAX_VALUE; for (int i = 1; i < contour.size(); i++) { Point2D_I32 b = contour.get(i); double d = distanceSq(a,b); if( d > bestDistance ) { bestDistance = d; be...
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The seed corner is the point farther away from the first point. In a perfect polygon with no noise this should be a corner.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L569-L586
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.maximumDistance
static int maximumDistance(List<Point2D_I32> contour , int indexA , int indexB ) { Point2D_I32 a = contour.get(indexA); Point2D_I32 b = contour.get(indexB); int best = -1; double bestDistance = -Double.MAX_VALUE; for (int i = 0; i < contour.size(); i++) { Point2D_I32 c = contour.get(i); // can't sum s...
java
static int maximumDistance(List<Point2D_I32> contour , int indexA , int indexB ) { Point2D_I32 a = contour.get(indexA); Point2D_I32 b = contour.get(indexB); int best = -1; double bestDistance = -Double.MAX_VALUE; for (int i = 0; i < contour.size(); i++) { Point2D_I32 c = contour.get(i); // can't sum s...
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Finds the point in the contour which maximizes the distance between points A and B. @param contour List of all pointsi n the contour @param indexA Index of point A @param indexB Index of point B @return Index of maximal distant point
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L597-L616
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.computeSideError
double computeSideError(List<Point2D_I32> contour , int indexA , int indexB ) { assignLine(contour, indexA, indexB, line); // don't sample the end points because the error will be zero by definition int numSamples; double sumOfDistances = 0; int length; if( indexB >= indexA ) { length = indexB-indexA-1;...
java
double computeSideError(List<Point2D_I32> contour , int indexA , int indexB ) { assignLine(contour, indexA, indexB, line); // don't sample the end points because the error will be zero by definition int numSamples; double sumOfDistances = 0; int length; if( indexB >= indexA ) { length = indexB-indexA-1;...
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Scores a side based on the sum of Euclidean distance squared of each point along the line. Euclidean squared is used because its fast to compute @param indexA first index. Inclusive @param indexB last index. Exclusive
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L625-L658
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.computePotentialSplitScore
void computePotentialSplitScore( List<Point2D_I32> contour , Element<Corner> e0 , boolean mustSplit ) { Element<Corner> e1 = next(e0); e0.object.splitable = canBeSplit(contour,e0,mustSplit); if( e0.object.splitable ) { setSplitVariables(contour, e0, e1); } }
java
void computePotentialSplitScore( List<Point2D_I32> contour , Element<Corner> e0 , boolean mustSplit ) { Element<Corner> e1 = next(e0); e0.object.splitable = canBeSplit(contour,e0,mustSplit); if( e0.object.splitable ) { setSplitVariables(contour, e0, e1); } }
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Computes the split location and the score of the two new sides if it's split there
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L663-L672
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.setSplitVariables
void setSplitVariables(List<Point2D_I32> contour, Element<Corner> e0, Element<Corner> e1) { int distance0 = CircularIndex.distanceP(e0.object.index, e1.object.index, contour.size()); int index0 = CircularIndex.plusPOffset(e0.object.index,minimumSideLength,contour.size()); int index1 = CircularIndex.minusPOffset...
java
void setSplitVariables(List<Point2D_I32> contour, Element<Corner> e0, Element<Corner> e1) { int distance0 = CircularIndex.distanceP(e0.object.index, e1.object.index, contour.size()); int index0 = CircularIndex.plusPOffset(e0.object.index,minimumSideLength,contour.size()); int index1 = CircularIndex.minusPOffset...
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Selects and splits the side defined by the e0 corner. If convex a check is performed to ensure that the polyline will be convex still.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L678-L712
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.canBeSplit
boolean canBeSplit( List<Point2D_I32> contour, Element<Corner> e0 , boolean mustSplit ) { Element<Corner> e1 = next(e0); // NOTE: The contour is passed in but only the size of the contour matters. This was done to prevent // changing the signature if the algorithm was changed later on. int length = Circu...
java
boolean canBeSplit( List<Point2D_I32> contour, Element<Corner> e0 , boolean mustSplit ) { Element<Corner> e1 = next(e0); // NOTE: The contour is passed in but only the size of the contour matters. This was done to prevent // changing the signature if the algorithm was changed later on. int length = Circu...
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Determines if the side can be split again. A side can always be split as long as it's &ge; the minimum length or that the side score is larger the the split threshold @param e0 The side which is to be tested to see if it can be split @param mustSplit if true this will force it to split even if the error would prevent ...
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L722-L737
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.next
Element<Corner> next( Element<Corner> e ) { if( e.next == null ) { return list.getHead(); } else { return e.next; } }
java
Element<Corner> next( Element<Corner> e ) { if( e.next == null ) { return list.getHead(); } else { return e.next; } }
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Returns the next corner in the list
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L742-L748
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.previous
Element<Corner> previous( Element<Corner> e ) { if( e.previous == null ) { return list.getTail(); } else { return e.previous; } }
java
Element<Corner> previous( Element<Corner> e ) { if( e.previous == null ) { return list.getTail(); } else { return e.previous; } }
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Returns the previous corner in the list
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L753-L759
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.distanceSq
static double distanceSq( Point2D_I32 a , Point2D_I32 b ) { double dx = b.x-a.x; double dy = b.y-a.y; return dx*dx + dy*dy; }
java
static double distanceSq( Point2D_I32 a , Point2D_I32 b ) { double dx = b.x-a.x; double dy = b.y-a.y; return dx*dx + dy*dy; }
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Using double prevision here instead of int due to fear of overflow in very large images
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L791-L796
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java
PolylineSplitMerge.assignLine
public static void assignLine(List<Point2D_I32> contour, int indexA, int indexB, LineParametric2D_F64 line) { Point2D_I32 endA = contour.get(indexA); Point2D_I32 endB = contour.get(indexB); line.p.x = endA.x; line.p.y = endA.y; line.slope.x = endB.x-endA.x; line.slope.y = endB.y-endA.y; }
java
public static void assignLine(List<Point2D_I32> contour, int indexA, int indexB, LineParametric2D_F64 line) { Point2D_I32 endA = contour.get(indexA); Point2D_I32 endB = contour.get(indexB); line.p.x = endA.x; line.p.y = endA.y; line.slope.x = endB.x-endA.x; line.slope.y = endB.y-endA.y; }
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Assigns the line so that it passes through points A and B.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/PolylineSplitMerge.java#L808-L816
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java
SplitMergeLineFitSegment.splitPixels
protected void splitPixels( int indexStart , int indexStop ) { // too short to split if( indexStart+1 >= indexStop ) return; int indexSplit = selectSplitBetween(indexStart, indexStop); if( indexSplit >= 0 ) { splitPixels(indexStart, indexSplit); splits.add(indexSplit); splitPixels(indexSplit, inde...
java
protected void splitPixels( int indexStart , int indexStop ) { // too short to split if( indexStart+1 >= indexStop ) return; int indexSplit = selectSplitBetween(indexStart, indexStop); if( indexSplit >= 0 ) { splitPixels(indexStart, indexSplit); splits.add(indexSplit); splitPixels(indexSplit, inde...
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Recursively splits pixels. Used in the initial segmentation. Only split points between the two ends are added
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java#L70-L82
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java
SplitMergeLineFitSegment.splitSegments
protected boolean splitSegments() { boolean change = false; work.reset(); for( int i = 0; i < splits.size-1; i++ ) { int start = splits.data[i]; int end = splits.data[i+1]; int bestIndex = selectSplitBetween(start, end); if( bestIndex >= 0 ) { change |= true; work.add(start); work.add(be...
java
protected boolean splitSegments() { boolean change = false; work.reset(); for( int i = 0; i < splits.size-1; i++ ) { int start = splits.data[i]; int end = splits.data[i+1]; int bestIndex = selectSplitBetween(start, end); if( bestIndex >= 0 ) { change |= true; work.add(start); work.add(be...
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Splits a line in two if there is a paint that is too far away @return true for change
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java#L88-L113
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java
SplitMergeLineFitSegment.mergeSegments
protected boolean mergeSegments() { // can't merge a single line if( splits.size <= 2 ) return false; boolean change = false; work.reset(); // first point is always at the start work.add(splits.data[0]); for( int i = 0; i < splits.size-2; i++ ) { if( selectSplitBetween(splits.data[i],splits.data[...
java
protected boolean mergeSegments() { // can't merge a single line if( splits.size <= 2 ) return false; boolean change = false; work.reset(); // first point is always at the start work.add(splits.data[0]); for( int i = 0; i < splits.size-2; i++ ) { if( selectSplitBetween(splits.data[i],splits.data[...
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Merges lines together which have an acute angle less than the threshold. @return true the list being changed
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/shapes/polyline/splitmerge/SplitMergeLineFitSegment.java#L153-L182
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java
TldRegionTracker.initialize
public void initialize(PyramidDiscrete<I> image ) { if( previousDerivX == null || previousDerivX.length != image.getNumLayers() || previousImage.getInputWidth() != image.getInputWidth() || previousImage.getInputHeight() != image.getInputHeight() ) { declareDataStructures(image); } for( int i = 0; i < imag...
java
public void initialize(PyramidDiscrete<I> image ) { if( previousDerivX == null || previousDerivX.length != image.getNumLayers() || previousImage.getInputWidth() != image.getInputWidth() || previousImage.getInputHeight() != image.getInputHeight() ) { declareDataStructures(image); } for( int i = 0; i < imag...
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Call for the first image being tracked @param image Most recent video image.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java#L124-L135
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java
TldRegionTracker.declareDataStructures
protected void declareDataStructures(PyramidDiscrete<I> image) { numPyramidLayers = image.getNumLayers(); previousDerivX = (D[])Array.newInstance(derivType,image.getNumLayers()); previousDerivY = (D[])Array.newInstance(derivType,image.getNumLayers()); currentDerivX = (D[])Array.newInstance(derivType,image.getN...
java
protected void declareDataStructures(PyramidDiscrete<I> image) { numPyramidLayers = image.getNumLayers(); previousDerivX = (D[])Array.newInstance(derivType,image.getNumLayers()); previousDerivY = (D[])Array.newInstance(derivType,image.getNumLayers()); currentDerivX = (D[])Array.newInstance(derivType,image.getN...
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Declares internal data structures based on the input image pyramid
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java#L140-L167
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java
TldRegionTracker.process
public boolean process(ImagePyramid<I> image , Rectangle2D_F64 targetRectangle ) { boolean success = true; updateCurrent(image); // create feature tracks spawnGrid(targetRectangle); // track features while computing forward/backward error and NCC error if( !trackFeature() ) success = false; // make...
java
public boolean process(ImagePyramid<I> image , Rectangle2D_F64 targetRectangle ) { boolean success = true; updateCurrent(image); // create feature tracks spawnGrid(targetRectangle); // track features while computing forward/backward error and NCC error if( !trackFeature() ) success = false; // make...
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Creates several tracks inside the target rectangle and compuets their motion @param image Most recent video image. @param targetRectangle Location of target in previous frame. Not modified. @return true if tracking was successful or false if not
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java#L176-L192
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java
TldRegionTracker.updateCurrent
protected void updateCurrent(ImagePyramid<I> image) { this.currentImage = image; for( int i = 0; i < image.getNumLayers(); i++ ) { gradient.process(image.getLayer(i), currentDerivX[i], currentDerivY[i]); } }
java
protected void updateCurrent(ImagePyramid<I> image) { this.currentImage = image; for( int i = 0; i < image.getNumLayers(); i++ ) { gradient.process(image.getLayer(i), currentDerivX[i], currentDerivY[i]); } }
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Computes the gradient and changes the reference to the current pyramid
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java#L197-L202
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java
TldRegionTracker.spawnGrid
protected void spawnGrid(Rectangle2D_F64 prevRect ) { // Shrink the rectangle to ensure that all features are entirely contained inside spawnRect.p0.x = prevRect.p0.x + featureRadius; spawnRect.p0.y = prevRect.p0.y + featureRadius; spawnRect.p1.x = prevRect.p1.x - featureRadius; spawnRect.p1.y = prevRect.p1.y...
java
protected void spawnGrid(Rectangle2D_F64 prevRect ) { // Shrink the rectangle to ensure that all features are entirely contained inside spawnRect.p0.x = prevRect.p0.x + featureRadius; spawnRect.p0.y = prevRect.p0.y + featureRadius; spawnRect.p1.x = prevRect.p1.x - featureRadius; spawnRect.p1.y = prevRect.p1.y...
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Spawn KLT tracks at evenly spaced points inside a grid
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/tracker/tld/TldRegionTracker.java#L290-L321
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.process
public boolean process( T left , T right ) { if( first ) { associateL2R(left, right); first = false; } else { // long time0 = System.currentTimeMillis(); associateL2R(left, right); // long time1 = System.currentTimeMillis(); associateF2F(); // long time2 = System.currentTimeMillis(); cyclicCon...
java
public boolean process( T left , T right ) { if( first ) { associateL2R(left, right); first = false; } else { // long time0 = System.currentTimeMillis(); associateL2R(left, right); // long time1 = System.currentTimeMillis(); associateF2F(); // long time2 = System.currentTimeMillis(); cyclicCon...
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Estimates camera egomotion from the stereo pair @param left Image from left camera @param right Image from right camera @return true if motion was estimated and false if not
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L173-L195
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.associateL2R
private void associateL2R( T left , T right ) { // make the previous new observations into the new old ones ImageInfo<TD> tmp = featsLeft1; featsLeft1 = featsLeft0; featsLeft0 = tmp; tmp = featsRight1; featsRight1 = featsRight0; featsRight0 = tmp; // detect and associate features in the two images featsL...
java
private void associateL2R( T left , T right ) { // make the previous new observations into the new old ones ImageInfo<TD> tmp = featsLeft1; featsLeft1 = featsLeft0; featsLeft0 = tmp; tmp = featsRight1; featsRight1 = featsRight0; featsRight0 = tmp; // detect and associate features in the two images featsL...
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Associates image features from the left and right camera together while applying epipolar constraints. @param left Image from left camera @param right Image from right camera
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L203-L239
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.associateF2F
private void associateF2F() { quadViews.reset(); for( int i = 0; i < detector.getNumberOfSets(); i++ ) { SetMatches matches = setMatches[i]; // old left to new left assocSame.setSource(featsLeft0.location[i],featsLeft0.description[i]); assocSame.setDestination(featsLeft1.location[i], featsLeft1.descr...
java
private void associateF2F() { quadViews.reset(); for( int i = 0; i < detector.getNumberOfSets(); i++ ) { SetMatches matches = setMatches[i]; // old left to new left assocSame.setSource(featsLeft0.location[i],featsLeft0.description[i]); assocSame.setDestination(featsLeft1.location[i], featsLeft1.descr...
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Associates images between left and left and right and right images
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L300-L321
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.cyclicConsistency
private void cyclicConsistency() { for( int i = 0; i < detector.getNumberOfSets(); i++ ) { FastQueue<Point2D_F64> obs0 = featsLeft0.location[i]; FastQueue<Point2D_F64> obs1 = featsRight0.location[i]; FastQueue<Point2D_F64> obs2 = featsLeft1.location[i]; FastQueue<Point2D_F64> obs3 = featsRight1.location[i...
java
private void cyclicConsistency() { for( int i = 0; i < detector.getNumberOfSets(); i++ ) { FastQueue<Point2D_F64> obs0 = featsLeft0.location[i]; FastQueue<Point2D_F64> obs1 = featsRight0.location[i]; FastQueue<Point2D_F64> obs2 = featsLeft1.location[i]; FastQueue<Point2D_F64> obs3 = featsRight1.location[i...
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Create a list of features which have a consistent cycle of matches 0 -> 1 -> 3 and 0 -> 2 -> 3
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L327-L362
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.describeImage
private void describeImage(T left , ImageInfo<TD> info ) { detector.process(left); for( int i = 0; i < detector.getNumberOfSets(); i++ ) { PointDescSet<TD> set = detector.getFeatureSet(i); FastQueue<Point2D_F64> l = info.location[i]; FastQueue<TD> d = info.description[i]; for( int j = 0; j < set.getNum...
java
private void describeImage(T left , ImageInfo<TD> info ) { detector.process(left); for( int i = 0; i < detector.getNumberOfSets(); i++ ) { PointDescSet<TD> set = detector.getFeatureSet(i); FastQueue<Point2D_F64> l = info.location[i]; FastQueue<TD> d = info.description[i]; for( int j = 0; j < set.getNum...
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Computes image features and stores the results in info
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L380-L392
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java
VisOdomQuadPnP.estimateMotion
private boolean estimateMotion() { modelFitData.reset(); Point2D_F64 normLeft = new Point2D_F64(); Point2D_F64 normRight = new Point2D_F64(); // use 0 -> 1 stereo associations to estimate each feature's 3D position for( int i = 0; i < quadViews.size; i++ ) { QuadView obs = quadViews.get(i); // conver...
java
private boolean estimateMotion() { modelFitData.reset(); Point2D_F64 normLeft = new Point2D_F64(); Point2D_F64 normRight = new Point2D_F64(); // use 0 -> 1 stereo associations to estimate each feature's 3D position for( int i = 0; i < quadViews.size; i++ ) { QuadView obs = quadViews.get(i); // conver...
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Estimates camera egomotion between the two most recent image frames @return
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/d3/VisOdomQuadPnP.java#L398-L451
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/distort/spherical/EquirectangularRotate_F64.java
EquirectangularRotate_F64.setEquirectangularShape
@Override public void setEquirectangularShape( int width , int height ) { super.setEquirectangularShape(width, height); declareVectors(width, height); // precompute vectors for each pixel for (int y = 0; y < height; y++) { for (int x = 0; x < width; x++) { tools.equiToNormFV(x,y,vectors[y*width+x]); ...
java
@Override public void setEquirectangularShape( int width , int height ) { super.setEquirectangularShape(width, height); declareVectors(width, height); // precompute vectors for each pixel for (int y = 0; y < height; y++) { for (int x = 0; x < width; x++) { tools.equiToNormFV(x,y,vectors[y*width+x]); ...
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Specifies the image's width and height @param width Image width @param height Image height
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/distort/spherical/EquirectangularRotate_F64.java#L35-L46
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/factory/tracker/FactoryTrackerObjectQuad.java
FactoryTrackerObjectQuad.meanShiftLikelihood
public static <T extends ImageBase<T>> TrackerObjectQuad<T> meanShiftLikelihood(int maxIterations, int numBins, double maxPixelValue, MeanShiftLikelihoodType modelType, ImageType<T> imageType) { PixelLikelihood<T> likelihood; switch( modelType ) { case HISTOGRAM:...
java
public static <T extends ImageBase<T>> TrackerObjectQuad<T> meanShiftLikelihood(int maxIterations, int numBins, double maxPixelValue, MeanShiftLikelihoodType modelType, ImageType<T> imageType) { PixelLikelihood<T> likelihood; switch( modelType ) { case HISTOGRAM:...
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Very basic and very fast implementation of mean-shift which uses a fixed sized rectangle for its region. Works best when the target is composed of a single color. @see TrackerMeanShiftLikelihood @param maxIterations Maximum number of mean-shift iterations. Try 30. @param numBins Number of bins in the histogram color...
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/factory/tracker/FactoryTrackerObjectQuad.java#L108-L142
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/factory/tracker/FactoryTrackerObjectQuad.java
FactoryTrackerObjectQuad.meanShiftComaniciu2003
public static <T extends ImageBase<T>> TrackerObjectQuad<T> meanShiftComaniciu2003(ConfigComaniciu2003 config, ImageType<T> imageType ) { TrackerMeanShiftComaniciu2003<T> alg = FactoryTrackerObjectAlgs.meanShiftComaniciu2003(config,imageType); return new Comaniciu2003_to_TrackerObjectQuad<>(alg, imageType); }
java
public static <T extends ImageBase<T>> TrackerObjectQuad<T> meanShiftComaniciu2003(ConfigComaniciu2003 config, ImageType<T> imageType ) { TrackerMeanShiftComaniciu2003<T> alg = FactoryTrackerObjectAlgs.meanShiftComaniciu2003(config,imageType); return new Comaniciu2003_to_TrackerObjectQuad<>(alg, imageType); }
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Implementation of mean-shift which matches the histogram and can handle targets composed of multiple colors. The tracker can also be configured to estimate gradual changes in scale. The track region is composed of a rotated rectangle. @see TrackerMeanShiftComaniciu2003 @param config Tracker configuration @param <T> ...
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/factory/tracker/FactoryTrackerObjectQuad.java#L155-L161
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/background/BackgroundModelStationary.java
BackgroundModelStationary.updateBackground
public void updateBackground( T frame , GrayU8 segment ) { updateBackground(frame); segment(frame,segment); }
java
public void updateBackground( T frame , GrayU8 segment ) { updateBackground(frame); segment(frame,segment); }
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Updates the background and segments it at the same time. In some implementations this can be significantly faster than doing it with separate function calls. Segmentation is performed using the model which it has prior to the update.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/background/BackgroundModelStationary.java#L48-L51
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java
PackedBits8.append
public void append( int bits , int numberOfBits , boolean swapOrder ) { if( numberOfBits > 32 ) throw new IllegalArgumentException("Number of bits exceeds the size of bits"); int indexTail = size; growArray(numberOfBits,true); if( swapOrder ) { for (int i = 0; i < numberOfBits; i++) { set( indexTail ...
java
public void append( int bits , int numberOfBits , boolean swapOrder ) { if( numberOfBits > 32 ) throw new IllegalArgumentException("Number of bits exceeds the size of bits"); int indexTail = size; growArray(numberOfBits,true); if( swapOrder ) { for (int i = 0; i < numberOfBits; i++) { set( indexTail ...
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Appends bits on to the end of the stack. @param bits Storage for bits. Relevant bits start at the front. @param numberOfBits Number of relevant bits in 'bits' @param swapOrder If true then the first bit in 'bits' will be the last bit in this array.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java#L72-L87
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java
PackedBits8.read
public int read( int location , int length , boolean swapOrder ) { if( length < 0 || length > 32 ) throw new IllegalArgumentException("Length can't exceed 32"); if( location + length > size ) throw new IllegalArgumentException("Attempting to read past the end"); // TODO speed up by reading in byte chunks ...
java
public int read( int location , int length , boolean swapOrder ) { if( length < 0 || length > 32 ) throw new IllegalArgumentException("Length can't exceed 32"); if( location + length > size ) throw new IllegalArgumentException("Attempting to read past the end"); // TODO speed up by reading in byte chunks ...
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Read bits from the array and store them in an int @param location The index of the first bit @param length Number of bits to real up to 32 @param swapOrder Should the order be swapped? @return The read in data
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java#L96-L114
train
lessthanoptimal/BoofCV
main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java
PackedBits8.growArray
public void growArray( int amountBits , boolean saveValue ) { size = size+amountBits; int N = size/8 + (size%8==0?0:1); if( N > data.length ) { // add in some buffer to avoid lots of calls to new int extra = Math.min(1024,N+10); byte[] tmp = new byte[N+extra]; if( saveValue ) System.arraycopy(dat...
java
public void growArray( int amountBits , boolean saveValue ) { size = size+amountBits; int N = size/8 + (size%8==0?0:1); if( N > data.length ) { // add in some buffer to avoid lots of calls to new int extra = Math.min(1024,N+10); byte[] tmp = new byte[N+extra]; if( saveValue ) System.arraycopy(dat...
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Increases the size of the data array so that it can store an addition number of bits @param amountBits Number of bits beyond 'size' that you wish the array to be able to store @param saveValue if true it will save the value of the array. If false it will not copy it
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-recognition/src/main/java/boofcv/alg/fiducial/qrcode/PackedBits8.java#L133-L146
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java
HomographyDirectLinearTransform.computeH
protected boolean computeH(DMatrixRMaj A, DMatrixRMaj H) { if( !solverNullspace.process(A.copy(),1,H) ) return true; H.numRows = 3; H.numCols = 3; return false; }
java
protected boolean computeH(DMatrixRMaj A, DMatrixRMaj H) { if( !solverNullspace.process(A.copy(),1,H) ) return true; H.numRows = 3; H.numCols = 3; return false; }
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Computes the SVD of A and extracts the homography matrix from its null space
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java#L189-L198
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java
HomographyDirectLinearTransform.undoNormalizationH
public static void undoNormalizationH(DMatrixRMaj M, NormalizationPoint2D N1, NormalizationPoint2D N2) { SimpleMatrix a = SimpleMatrix.wrap(M); SimpleMatrix b = SimpleMatrix.wrap(N1.matrix()); SimpleMatrix c_inv = SimpleMatrix.wrap(N2.matrixInv()); SimpleMatrix result = c_inv.mult(a).mult(b); M.set(result.g...
java
public static void undoNormalizationH(DMatrixRMaj M, NormalizationPoint2D N1, NormalizationPoint2D N2) { SimpleMatrix a = SimpleMatrix.wrap(M); SimpleMatrix b = SimpleMatrix.wrap(N1.matrix()); SimpleMatrix c_inv = SimpleMatrix.wrap(N2.matrixInv()); SimpleMatrix result = c_inv.mult(a).mult(b); M.set(result.g...
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Undoes normalization for a homography matrix.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java#L203-L211
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java
HomographyDirectLinearTransform.addConicPairConstraints
protected int addConicPairConstraints( AssociatedPairConic a , AssociatedPairConic b , DMatrixRMaj A , int rowA ) { // s*C[i] = H^T*V[i]*H // C[i] = a, C[j] = b // Conic in view 1 is C and view 2 is V, e.g. x' = H*x. x' is in view 2 and x in view 1 UtilCurves_F64.convert(a.p1, C1); UtilCurves_F64.convert(a.p...
java
protected int addConicPairConstraints( AssociatedPairConic a , AssociatedPairConic b , DMatrixRMaj A , int rowA ) { // s*C[i] = H^T*V[i]*H // C[i] = a, C[j] = b // Conic in view 1 is C and view 2 is V, e.g. x' = H*x. x' is in view 2 and x in view 1 UtilCurves_F64.convert(a.p1, C1); UtilCurves_F64.convert(a.p...
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Add constraint for a pair of conics
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/h/HomographyDirectLinearTransform.java#L334-L371
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.initalize
protected void initalize(T input) { this.input = input; pixels.resize(input.width * input.height); initialSegments.reshape(input.width, input.height); // number of usable pixels that cluster centers can be placed in int numberOfUsable = (input.width-2*BORDER)*(input.height-2*BORDER); gridInterval = (int)Ma...
java
protected void initalize(T input) { this.input = input; pixels.resize(input.width * input.height); initialSegments.reshape(input.width, input.height); // number of usable pixels that cluster centers can be placed in int numberOfUsable = (input.width-2*BORDER)*(input.height-2*BORDER); gridInterval = (int)Ma...
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prepares all data structures
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L177-L191
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.initializeClusters
protected void initializeClusters() { int offsetX = Math.max(BORDER,((input.width-1) % gridInterval)/2); int offsetY = Math.max(BORDER,((input.height-1) % gridInterval)/2); int clusterId = 0; clusters.reset(); for( int y = offsetY; y < input.height-BORDER; y += gridInterval ) { for( int x = offsetX; x < ...
java
protected void initializeClusters() { int offsetX = Math.max(BORDER,((input.width-1) % gridInterval)/2); int offsetY = Math.max(BORDER,((input.height-1) % gridInterval)/2); int clusterId = 0; clusters.reset(); for( int y = offsetY; y < input.height-BORDER; y += gridInterval ) { for( int x = offsetX; x < ...
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initialize all the clusters at regularly spaced intervals. Their locations are perturbed a bit to reduce the likelihood of a bad location. Initial color is set to the image color at the location
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L197-L215
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.perturbCenter
protected void perturbCenter( Cluster c , int x , int y ) { float best = Float.MAX_VALUE; int bestX=0,bestY=0; for( int dy = -1; dy <= 1; dy++ ) { for( int dx = -1; dx <= 1; dx++ ) { float d = gradient(x + dx, y + dy); if( d < best ) { best = d; bestX = dx; bestY = dy; } } } ...
java
protected void perturbCenter( Cluster c , int x , int y ) { float best = Float.MAX_VALUE; int bestX=0,bestY=0; for( int dy = -1; dy <= 1; dy++ ) { for( int dx = -1; dx <= 1; dx++ ) { float d = gradient(x + dx, y + dy); if( d < best ) { best = d; bestX = dx; bestY = dy; } } } ...
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Set the cluster's center to be the pixel in a 3x3 neighborhood with the smallest gradient
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L220-L238
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.gradient
protected float gradient(int x, int y) { float dx = getIntensity(x+1,y) - getIntensity(x-1,y); float dy = getIntensity(x,y+1) - getIntensity(x,y-1); return dx*dx + dy*dy; }
java
protected float gradient(int x, int y) { float dx = getIntensity(x+1,y) - getIntensity(x-1,y); float dy = getIntensity(x,y+1) - getIntensity(x,y-1); return dx*dx + dy*dy; }
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Computes the gradient at the specified pixel
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L243-L248
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.computeClusterDistance
protected void computeClusterDistance() { for( int i = 0; i < pixels.size; i++ ) { pixels.data[i].reset(); } for( int i = 0; i < clusters.size && !stopRequested; i++ ) { Cluster c = clusters.data[i]; // compute search bounds int centerX = (int)(c.x + 0.5f); int centerY = (int)(c.y + 0.5f); in...
java
protected void computeClusterDistance() { for( int i = 0; i < pixels.size; i++ ) { pixels.data[i].reset(); } for( int i = 0; i < clusters.size && !stopRequested; i++ ) { Cluster c = clusters.data[i]; // compute search bounds int centerX = (int)(c.x + 0.5f); int centerY = (int)(c.y + 0.5f); in...
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Computes how far away each cluster is from each pixel. Expectation step.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L273-L308
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.updateClusters
protected void updateClusters() { for( int i = 0; i < clusters.size; i++ ) { clusters.data[i].reset(); } int indexPixel = 0; for( int y = 0; y < input.height&& !stopRequested; y++ ) { int indexInput = input.startIndex + y*input.stride; for( int x =0; x < input.width; x++ , indexPixel++ , indexInput++)...
java
protected void updateClusters() { for( int i = 0; i < clusters.size; i++ ) { clusters.data[i].reset(); } int indexPixel = 0; for( int y = 0; y < input.height&& !stopRequested; y++ ) { int indexInput = input.startIndex + y*input.stride; for( int x =0; x < input.width; x++ , indexPixel++ , indexInput++)...
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Update the value of each cluster using Maximization step.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L313-L341
train
lessthanoptimal/BoofCV
main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java
SegmentSlic.assignLabelsToPixels
public void assignLabelsToPixels( GrayS32 pixelToRegions , GrowQueue_I32 regionMemberCount , FastQueue<float[]> regionColor ) { regionColor.reset(); for( int i = 0; i < clusters.size(); i++ ) { float[] r = regionColor.grow(); float[] c = clusters.get(i).color; for( int j = 0; j < num...
java
public void assignLabelsToPixels( GrayS32 pixelToRegions , GrowQueue_I32 regionMemberCount , FastQueue<float[]> regionColor ) { regionColor.reset(); for( int i = 0; i < clusters.size(); i++ ) { float[] r = regionColor.grow(); float[] c = clusters.get(i).color; for( int j = 0; j < num...
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Selects which region each pixel belongs to based on which cluster it is the closest to
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-feature/src/main/java/boofcv/alg/segmentation/slic/SegmentSlic.java#L346-L390
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java
RectifyFundamental.process
public void process( DMatrixRMaj F , List<AssociatedPair> observations , int width , int height ) { int centerX = width/2; int centerY = height/2; MultiViewOps.extractEpipoles(F, epipole1, epipole2); checkEpipoleInside(width, height); // compute the transform H which will send epipole2 to infinity ...
java
public void process( DMatrixRMaj F , List<AssociatedPair> observations , int width , int height ) { int centerX = width/2; int centerY = height/2; MultiViewOps.extractEpipoles(F, epipole1, epipole2); checkEpipoleInside(width, height); // compute the transform H which will send epipole2 to infinity ...
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Compute rectification transforms for the stereo pair given a fundamental matrix and its observations. @param F Fundamental matrix @param observations Observations used to compute F @param width Width of first image. @param height Height of first image.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java#L73-L97
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java
RectifyFundamental.checkEpipoleInside
private void checkEpipoleInside(int width, int height) { double x1 = epipole1.x/epipole1.z; double y1 = epipole1.y/epipole1.z; double x2 = epipole2.x/epipole2.z; double y2 = epipole2.y/epipole2.z; if( x1 >= 0 && x1 < width && y1 >= 0 && y1 < height ) throw new IllegalArgumentException("First epipole is i...
java
private void checkEpipoleInside(int width, int height) { double x1 = epipole1.x/epipole1.z; double y1 = epipole1.y/epipole1.z; double x2 = epipole2.x/epipole2.z; double y2 = epipole2.y/epipole2.z; if( x1 >= 0 && x1 < width && y1 >= 0 && y1 < height ) throw new IllegalArgumentException("First epipole is i...
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The epipoles need to be outside the image
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java#L102-L113
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java
RectifyFundamental.translateToOrigin
private SimpleMatrix translateToOrigin( int x0 , int y0 ) { SimpleMatrix T = SimpleMatrix.identity(3); T.set(0, 2, -x0); T.set(1, 2, -y0); return T; }
java
private SimpleMatrix translateToOrigin( int x0 , int y0 ) { SimpleMatrix T = SimpleMatrix.identity(3); T.set(0, 2, -x0); T.set(1, 2, -y0); return T; }
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Create a transform which will move the specified point to the origin
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java#L118-L126
train
lessthanoptimal/BoofCV
main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java
RectifyFundamental.computeAffineH
private SimpleMatrix computeAffineH( List<AssociatedPair> observations , DMatrixRMaj H , DMatrixRMaj Hzero ) { SimpleMatrix A = new SimpleMatrix(observations.size(),3); SimpleMatrix b = new SimpleMatrix(A.numRows(),1); Point2D_F64 c = new Point2D_F64(); Point2D_F64 k = new Point2D_F64(); for( in...
java
private SimpleMatrix computeAffineH( List<AssociatedPair> observations , DMatrixRMaj H , DMatrixRMaj Hzero ) { SimpleMatrix A = new SimpleMatrix(observations.size(),3); SimpleMatrix b = new SimpleMatrix(A.numRows(),1); Point2D_F64 c = new Point2D_F64(); Point2D_F64 k = new Point2D_F64(); for( in...
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Finds the values of a,b,c which minimize sum (a*x(+)_i + b*y(+)_i + c - x(-)_i)^2 See page 306 @return Affine transform
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-geo/src/main/java/boofcv/alg/geo/rectify/RectifyFundamental.java#L171-L196
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.pathExampleURL
public static URL pathExampleURL( String path ) { try { File fpath = new File(path); if (fpath.isAbsolute()) return fpath.toURI().toURL(); // Assume we are running inside of the project come String pathToBase = getPathToBase(); if( pathToBase != null ) { File pathExample = new File(pathToBase, ...
java
public static URL pathExampleURL( String path ) { try { File fpath = new File(path); if (fpath.isAbsolute()) return fpath.toURI().toURL(); // Assume we are running inside of the project come String pathToBase = getPathToBase(); if( pathToBase != null ) { File pathExample = new File(pathToBase, ...
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Returns an absolute path to the file that is relative to the example directory @param path File path relative to root directory @return Absolute path to file
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L44-L81
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.ensureURL
public static URL ensureURL(String path ) { path = systemToUnix(path); URL url; try { url = new URL(path); if( url.getProtocol().equals("jar")) { return simplifyJarPath(url); } } catch (MalformedURLException e) { // might just be a file reference. try { url = new File(path).toURI().toURL(...
java
public static URL ensureURL(String path ) { path = systemToUnix(path); URL url; try { url = new URL(path); if( url.getProtocol().equals("jar")) { return simplifyJarPath(url); } } catch (MalformedURLException e) { // might just be a file reference. try { url = new File(path).toURI().toURL(...
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Given a path which may or may not be a URL return a URL
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L93-L110
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.simplifyJarPath
public static URL simplifyJarPath( URL url ) { try { String segments[] = url.toString().split(".jar!/"); String path = simplifyJarPath(segments[1]); return new URL(segments[0]+".jar!/"+path); } catch (IOException e) { return url; } }
java
public static URL simplifyJarPath( URL url ) { try { String segments[] = url.toString().split(".jar!/"); String path = simplifyJarPath(segments[1]); return new URL(segments[0]+".jar!/"+path); } catch (IOException e) { return url; } }
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Jar paths don't work if they include up directory. this wills trip those out.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L115-L123
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.path
public static String path( String path ) { String pathToBase = getPathToBase(); if( pathToBase == null ) return path; return new File(pathToBase,path).getAbsolutePath(); }
java
public static String path( String path ) { String pathToBase = getPathToBase(); if( pathToBase == null ) return path; return new File(pathToBase,path).getAbsolutePath(); }
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Searches for the root BoofCV directory and returns an absolute path from it. @param path File path relative to root directory @return Absolute path to file
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L194-L199
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.getPathToBase
public static String getPathToBase() { String path = new File(".").getAbsoluteFile().getParent(); while( path != null ) { File f = new File(path); if( !f.exists() ) break; String[] files = f.list(); if( files == null ) break; boolean foundMain = false; boolean foundExamples = false; ...
java
public static String getPathToBase() { String path = new File(".").getAbsoluteFile().getParent(); while( path != null ) { File f = new File(path); if( !f.exists() ) break; String[] files = f.list(); if( files == null ) break; boolean foundMain = false; boolean foundExamples = false; ...
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Steps back until it finds the base BoofCV directory. @return Path to the base directory.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L210-L241
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.selectFile
public static String selectFile(boolean exitOnCancel) { String fileName = null; JFileChooser fc = new JFileChooser(); int returnVal = fc.showOpenDialog(null); if (returnVal == JFileChooser.APPROVE_OPTION) { fileName = fc.getSelectedFile().getAbsolutePath(); } else if (exitOnCancel) { System.exit(0); ...
java
public static String selectFile(boolean exitOnCancel) { String fileName = null; JFileChooser fc = new JFileChooser(); int returnVal = fc.showOpenDialog(null); if (returnVal == JFileChooser.APPROVE_OPTION) { fileName = fc.getSelectedFile().getAbsolutePath(); } else if (exitOnCancel) { System.exit(0); ...
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Opens up a dialog box asking the user to select a file. If the user cancels it either returns null or quits the program. @param exitOnCancel If it should quit on cancel or not. @return Name of the selected file or null if nothing was selected.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L250-L263
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.listByPrefix
public static List<String> listByPrefix(String directory, String prefix, String suffix) { List<String> ret = new ArrayList<>(); File d = new File(directory); if( !d.isDirectory() ) { try { URL url = new URL(directory); if( url.getProtocol().equals("file")) { d = new File(url.getFile()); } el...
java
public static List<String> listByPrefix(String directory, String prefix, String suffix) { List<String> ret = new ArrayList<>(); File d = new File(directory); if( !d.isDirectory() ) { try { URL url = new URL(directory); if( url.getProtocol().equals("file")) { d = new File(url.getFile()); } el...
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Loads a list of files with the specified prefix. @param directory Directory it looks inside of @param prefix Prefix that the file must have @param suffix @return List of files that are in the directory and match the prefix.
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L506-L538
train
lessthanoptimal/BoofCV
main/boofcv-io/src/main/java/boofcv/io/UtilIO.java
UtilIO.listAllMime
public static List<String> listAllMime( String directory , String type ) { List<String> ret = new ArrayList<>(); try { // see if it's a URL or not URL url = new URL(directory); if( url.getProtocol().equals("file") ) { directory = url.getFile(); } else if( url.getProtocol().equals("jar") ) { ret...
java
public static List<String> listAllMime( String directory , String type ) { List<String> ret = new ArrayList<>(); try { // see if it's a URL or not URL url = new URL(directory); if( url.getProtocol().equals("file") ) { directory = url.getFile(); } else if( url.getProtocol().equals("jar") ) { ret...
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Lists all files in the directory with an MIME type that contains the string "type"
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-io/src/main/java/boofcv/io/UtilIO.java#L608-L646
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/overhead/SelectOverheadParameters.java
SelectOverheadParameters.process
public boolean process(CameraPinholeBrown intrinsic , Se3_F64 planeToCamera ) { proj.setPlaneToCamera(planeToCamera,true); proj.setIntrinsic(intrinsic); // find a bounding rectangle on the ground which is visible to the camera and at a high enough resolution double x0 = Double.MAX_VALUE; double y0 = Double....
java
public boolean process(CameraPinholeBrown intrinsic , Se3_F64 planeToCamera ) { proj.setPlaneToCamera(planeToCamera,true); proj.setIntrinsic(intrinsic); // find a bounding rectangle on the ground which is visible to the camera and at a high enough resolution double x0 = Double.MAX_VALUE; double y0 = Double....
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Computes the view's characteristics @param intrinsic Intrinsic camera parameters @param planeToCamera Extrinsic camera parameters which specify the plane @return true if successful or false if it failed
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/overhead/SelectOverheadParameters.java#L81-L120
train
lessthanoptimal/BoofCV
main/boofcv-sfm/src/main/java/boofcv/alg/sfm/overhead/SelectOverheadParameters.java
SelectOverheadParameters.createOverhead
public <T extends ImageBase<T>> OverheadView createOverhead( ImageType<T> imageType ) { OverheadView ret = new OverheadView(); ret.image = imageType.createImage(overheadWidth,overheadHeight); ret.cellSize = cellSize; ret.centerX = centerX; ret.centerY = centerY; return ret; }
java
public <T extends ImageBase<T>> OverheadView createOverhead( ImageType<T> imageType ) { OverheadView ret = new OverheadView(); ret.image = imageType.createImage(overheadWidth,overheadHeight); ret.cellSize = cellSize; ret.centerX = centerX; ret.centerY = centerY; return ret; }
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Creates a new instance of the overhead view
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f01c0243da0ec086285ee722183804d5923bc3ac
https://github.com/lessthanoptimal/BoofCV/blob/f01c0243da0ec086285ee722183804d5923bc3ac/main/boofcv-sfm/src/main/java/boofcv/alg/sfm/overhead/SelectOverheadParameters.java#L125-L133
train