/** @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