/** @file dsift.h
** #brief Dense SIFT (DSIFT)
** #author Andrea Vedaldi
**/
/* AUTORIGHTS
Copyright (C) 2007-09 Andrea Vedaldi and Brian Fulkerson
This file is part of VLFeat, available in the terms of the GNU
General Public License version 2.
*/
#ifndef VL_DSIFT_H
#define VL_DSIFT_H
#include "generic.h"
/** @brief Dense SIFT keypoint */
typedef struct VlDsiftKeypoint_
{
double x ; /**< x coordinate */
double y ; /**< y coordinate */
double s ; /**< scale */
double norm ; /**< SIFT descriptor norm */
} VlDsiftKeypoint ;
/** @brief Dense SIFT descriptor geometry */
typedef struct VlDsiftDescriptorGeometry_
{
int numBinT ; /**< number of orientation bins */
int numBinX ; /**< number of bins along X */
int numBinY ; /**< number of bins along Y */
int binSizeX ; /**< size of bins along X */
int binSizeY ; /**< size of bins along Y */
} VlDsiftDescriptorGeometry ;
/** @brief Dense SIFT filter */
typedef struct VlDsiftFilter_
{
int imWidth ; /**< @internal @brief image width */
int imHeight ; /**< @internal @brief image height */
int stepX ; /**< frame sampling step X */
int stepY ; /**< frame sampling step Y */
int boundMinX ; /**< frame bounding box min X */
int boundMinY ; /**< frame bounding box min Y */
int boundMaxX ; /**< frame bounding box max X */
int boundMaxY ; /**< frame bounding box max Y */
/** descriptor parameters */
VlDsiftDescriptorGeometry geom ;
int useFlatWindow ; /**< flag: whether to approximate the Gaussian window with a flat one */
double windowSize ; /**< size of the Gaussian window */
int numFrames ; /**< number of sampled frames */
int descrSize ; /**< size of a descriptor */
VlDsiftKeypoint *frames ; /**< frame buffer */
float *descrs ; /**< descriptor buffer */
int numBinAlloc ; /**< buffer allocated: descriptor size */
int numFrameAlloc ; /**< buffer allocated: number of frames */
int numGradAlloc ; /**< buffer allocated: number of orientations */
float **grads ; /**< gradient buffer */
float *convTmp1 ; /**< temporary buffer */
float *convTmp2 ; /**< temporary buffer */
} VlDsiftFilter ;
VL_EXPORT VlDsiftFilter *vl_dsift_new (int width, int height) ;
VL_EXPORT VlDsiftFilter *vl_dsift_new_basic (int width, int height, int step, int binSize) ;
VL_EXPORT void vl_dsift_delete (VlDsiftFilter *self) ;
VL_EXPORT void vl_dsift_process (VlDsiftFilter *self, float const* im) ;
VL_INLINE void vl_dsift_transpose_descriptor (float* dst,
float const* src,
int numBinT,
int numBinX,
int numBinY) ;
/** @name Setting parameters
** @{
**/
VL_INLINE void vl_dsift_set_steps (VlDsiftFilter *self,
int stepX,
int stepY) ;
VL_INLINE void vl_dsift_set_bounds (VlDsiftFilter *self,
int minX,
int minY,
int maxX,
int maxY) ;
VL_INLINE void vl_dsift_set_geometry (VlDsiftFilter *self,
VlDsiftDescriptorGeometry const* geom) ;
VL_INLINE void vl_dsift_set_flat_window (VlDsiftFilter *self, vl_bool flatWindow) ;
VL_INLINE void vl_dsift_set_window_size (VlDsiftFilter *self, double windowSize) ;
/** @} */
/** @name Retrieving data and parameters
** @{
**/
VL_INLINE float const *vl_dsift_get_descriptors (VlDsiftFilter const *self) ;
VL_INLINE int vl_dsift_get_descriptor_size (VlDsiftFilter const *self) ;
VL_INLINE int vl_dsift_get_keypoint_num (VlDsiftFilter const *self) ;
VL_INLINE VlDsiftKeypoint const *vl_dsift_get_keypoints (VlDsiftFilter const *self) ;
VL_INLINE void vl_dsift_get_bounds (VlDsiftFilter const *self,
int* minX,
int* minY,
int* maxX,
int* maxY) ;
VL_INLINE void vl_dsift_get_steps (VlDsiftFilter const* self,
int* stepX,
int* stepY) ;
VL_INLINE VlDsiftDescriptorGeometry const* vl_dsift_get_geometry (VlDsiftFilter const *self) ;
VL_INLINE vl_bool vl_dsift_get_flat_window (VlDsiftFilter const *self) ;
VL_INLINE double vl_dsift_get_window_size (VlDsiftFilter const *self) ;
/** @} */
VL_EXPORT
void _vl_dsift_update_buffers (VlDsiftFilter *self) ;
/** ------------------------------------------------------------------
** @brief Get descriptor size.
** @param self DSIFT filter object.
** @return size of a descriptor.
**/
int
vl_dsift_get_descriptor_size (VlDsiftFilter const *self)
{
return self->descrSize ;
}
/** ------------------------------------------------------------------
** @brief Get descriptors.
** @param self DSIFT filter object.
** @return descriptors.
**/
float const *
vl_dsift_get_descriptors (VlDsiftFilter const *self)
{
return self->descrs ;
}
/** ------------------------------------------------------------------
** @brief Get keypoints
** @param self DSIFT filter object.
**/
VlDsiftKeypoint const *
vl_dsift_get_keypoints (VlDsiftFilter const *self)
{
return self->frames ;
}
/** ------------------------------------------------------------------
** @brief Get number of keypoints
** @param self DSIFT filter object.
**/
int
vl_dsift_get_keypoint_num (VlDsiftFilter const *self)
{
return self->numFrames ;
}
/** ------------------------------------------------------------------
** @brief Get SIFT descriptor geometry
** @param self DSIFT filter object.
** @return DSIFT descriptor geometry.
**/
VlDsiftDescriptorGeometry const* vl_dsift_get_geometry (VlDsiftFilter const *self)
{
return &self->geom ;
}
/** ------------------------------------------------------------------
** @brief Get bounds
** @param self DSIFT filter object.
** @param minX bounding box minimum X coordinate.
** @param minY bounding box minimum Y coordinate.
** @param maxX bounding box maximum X coordinate.
** @param maxY bounding box maximum Y coordinate.
**/
void
vl_dsift_get_bounds (VlDsiftFilter const* self,
int *minX, int *minY, int *maxX, int *maxY)
{
*minX = self->boundMinX ;
*minY = self->boundMinY ;
*maxX = self->boundMaxX ;
*maxY = self->boundMaxY ;
}
/** ------------------------------------------------------------------
** @brief Get flat window flag
** @param self DSIFT filter object.
** @return @c TRUE if the DSIFT filter uses a flat window.
**/
int
vl_dsift_get_flat_window (VlDsiftFilter const* self)
{
return self->useFlatWindow ;
}
/** ------------------------------------------------------------------
** @brief Get steps
** @param self DSIFT filter object.
** @param stepX sampling step along X.
** @param stepY sampling step along Y.
**/
void
vl_dsift_get_steps (VlDsiftFilter const* self,
int* stepX,
int* stepY)
{
*stepX = self->stepX ;
*stepY = self->stepY ;
}
/** ------------------------------------------------------------------
** @brief Set steps
** @param self DSIFT filter object.
** @param stepX sampling step along X.
** @param stepY sampling step along Y.
**/
void
vl_dsift_set_steps (VlDsiftFilter* self,
int stepX,
int stepY)
{
self->stepX = stepX ;
self->stepY = stepY ;
_vl_dsift_update_buffers(self) ;
}
/** ------------------------------------------------------------------
** @brief Set bounds
** @param self DSIFT filter object.
** @param minX bounding box minimum X coordinate.
** @param minY bounding box minimum Y coordinate.
** @param maxX bounding box maximum X coordinate.
** @param maxY bounding box maximum Y coordinate.
**/
void
vl_dsift_set_bounds (VlDsiftFilter* self,
int minX, int minY, int maxX, int maxY)
{
self->boundMinX = minX ;
self->boundMinY = minY ;
self->boundMaxX = maxX ;
self->boundMaxY = maxY ;
_vl_dsift_update_buffers(self) ;
}
/** ------------------------------------------------------------------
** @brief Set SIFT descriptor geometry
** @param self DSIFT filter object.
** @param geom descriptor geometry parameters.
**/
void
vl_dsift_set_geometry (VlDsiftFilter *self,
VlDsiftDescriptorGeometry const *geom)
{
self->geom = *geom ;
_vl_dsift_update_buffers(self) ;
}
/** ------------------------------------------------------------------
** @brief Set flat window flag
** @param self DSIFT filter object.
** @param useFlatWindow @c true if the DSIFT filter should use a flat window.
**/
void
vl_dsift_set_flat_window (VlDsiftFilter* self,
int useFlatWindow)
{
self->useFlatWindow = useFlatWindow ;
}
/** ------------------------------------------------------------------
** @brief Transpose descriptor
**
** @param dst destination buffer.
** @param src source buffer.
** @param numBinT
** @param numBinX
** @param numBinY
**
** The function writes to @a dst the transpose of the SIFT descriptor
** @a src. Let I be an image. The transpose operator
** satisfies the equation transpose(dsift(I,x,y)) =
** dsift(transpose(I),y,x)
**/
VL_INLINE void
vl_dsift_transpose_descriptor (float* dst,
float const* src,
int numBinT,
int numBinX,
int numBinY)
{
int t, x, y ;
for (y = 0 ; y < numBinY ; ++y) {
for (x = 0 ; x < numBinX ; ++x) {
int offset = numBinT * (x + y * numBinX) ;
int offsetT = numBinT * (y + x * numBinY) ;
for (t = 0 ; t < numBinT ; ++t) {
int tT = numBinT / 4 - t ;
dst [offsetT + (tT + numBinT) % numBinT] = src [offset + t] ;
}
}
}
}
/** ------------------------------------------------------------------
** @brief Set SIFT descriptor Gaussian window size
** @param self DSIFT filter object.
** @param windowSize window size.
**/
void
vl_dsift_set_window_size(VlDsiftFilter * self, double windowSize)
{
assert(windowSize >= 0.0) ;
self->windowSize = windowSize ;
}
/** ------------------------------------------------------------------
** @brief Get SIFT descriptor Gaussian window size
** @param self DSIFT filter object.
** @return window size.
**/
VL_INLINE double
vl_dsift_get_window_size(VlDsiftFilter const * self)
{
return self->windowSize ;
}
/* VL_DSIFT_H */
#endif