#ifndef __FGD_BGFG_COMMON_HPP__ #define __FGD_BGFG_COMMON_HPP__ #include "opencv2/core/devmem2d.hpp" namespace bgfg { struct BGPixelStat { public: #ifdef __CUDACC__ __device__ float& Pbc(int i, int j); __device__ float& Pbcc(int i, int j); __device__ unsigned char& is_trained_st_model(int i, int j); __device__ unsigned char& is_trained_dyn_model(int i, int j); __device__ float& PV_C(int i, int j, int k); __device__ float& PVB_C(int i, int j, int k); template __device__ T& V_C(int i, int j, int k); __device__ float& PV_CC(int i, int j, int k); __device__ float& PVB_CC(int i, int j, int k); template __device__ T& V1_CC(int i, int j, int k); template __device__ T& V2_CC(int i, int j, int k); #endif int rows_; unsigned char* Pbc_data_; size_t Pbc_step_; unsigned char* Pbcc_data_; size_t Pbcc_step_; unsigned char* is_trained_st_model_data_; size_t is_trained_st_model_step_; unsigned char* is_trained_dyn_model_data_; size_t is_trained_dyn_model_step_; unsigned char* ctable_Pv_data_; size_t ctable_Pv_step_; unsigned char* ctable_Pvb_data_; size_t ctable_Pvb_step_; unsigned char* ctable_v_data_; size_t ctable_v_step_; unsigned char* cctable_Pv_data_; size_t cctable_Pv_step_; unsigned char* cctable_Pvb_data_; size_t cctable_Pvb_step_; unsigned char* cctable_v1_data_; size_t cctable_v1_step_; unsigned char* cctable_v2_data_; size_t cctable_v2_step_; }; #ifdef __CUDACC__ __device__ __forceinline__ float& BGPixelStat::Pbc(int i, int j) { return *((float*)(Pbc_data_ + i * Pbc_step_) + j); } __device__ __forceinline__ float& BGPixelStat::Pbcc(int i, int j) { return *((float*)(Pbcc_data_ + i * Pbcc_step_) + j); } __device__ __forceinline__ unsigned char& BGPixelStat::is_trained_st_model(int i, int j) { return *((unsigned char*)(is_trained_st_model_data_ + i * is_trained_st_model_step_) + j); } __device__ __forceinline__ unsigned char& BGPixelStat::is_trained_dyn_model(int i, int j) { return *((unsigned char*)(is_trained_dyn_model_data_ + i * is_trained_dyn_model_step_) + j); } __device__ __forceinline__ float& BGPixelStat::PV_C(int i, int j, int k) { return *((float*)(ctable_Pv_data_ + ((k * rows_) + i) * ctable_Pv_step_) + j); } __device__ __forceinline__ float& BGPixelStat::PVB_C(int i, int j, int k) { return *((float*)(ctable_Pvb_data_ + ((k * rows_) + i) * ctable_Pvb_step_) + j); } template __device__ __forceinline__ T& BGPixelStat::V_C(int i, int j, int k) { return *((T*)(ctable_v_data_ + ((k * rows_) + i) * ctable_v_step_) + j); } __device__ __forceinline__ float& BGPixelStat::PV_CC(int i, int j, int k) { return *((float*)(cctable_Pv_data_ + ((k * rows_) + i) * cctable_Pv_step_) + j); } __device__ __forceinline__ float& BGPixelStat::PVB_CC(int i, int j, int k) { return *((float*)(cctable_Pvb_data_ + ((k * rows_) + i) * cctable_Pvb_step_) + j); } template __device__ __forceinline__ T& BGPixelStat::V1_CC(int i, int j, int k) { return *((T*)(cctable_v1_data_ + ((k * rows_) + i) * cctable_v1_step_) + j); } template __device__ __forceinline__ T& BGPixelStat::V2_CC(int i, int j, int k) { return *((T*)(cctable_v2_data_ + ((k * rows_) + i) * cctable_v2_step_) + j); } #endif const int PARTIAL_HISTOGRAM_COUNT = 240; const int HISTOGRAM_BIN_COUNT = 256; template void calcDiffHistogram_gpu(cv::gpu::DevMem2Db prevFrame, cv::gpu::DevMem2Db curFrame, unsigned int* hist0, unsigned int* hist1, unsigned int* hist2, unsigned int* partialBuf0, unsigned int* partialBuf1, unsigned int* partialBuf2, int cc, cudaStream_t stream); template void calcDiffThreshMask_gpu(cv::gpu::DevMem2Db prevFrame, cv::gpu::DevMem2Db curFrame, uchar3 bestThres, cv::gpu::DevMem2Db changeMask, cudaStream_t stream); void setBGPixelStat(const BGPixelStat& stat); template void bgfgClassification_gpu(cv::gpu::DevMem2Db prevFrame, cv::gpu::DevMem2Db curFrame, cv::gpu::DevMem2Db Ftd, cv::gpu::DevMem2Db Fbd, cv::gpu::DevMem2Db foreground, int deltaC, int deltaCC, float alpha2, int N1c, int N1cc, cudaStream_t stream); template void updateBackgroundModel_gpu(cv::gpu::DevMem2Db prevFrame, cv::gpu::DevMem2Db curFrame, cv::gpu::DevMem2Db Ftd, cv::gpu::DevMem2Db Fbd, cv::gpu::DevMem2Db foreground, cv::gpu::DevMem2Db background, int deltaC, int deltaCC, float alpha1, float alpha2, float alpha3, int N1c, int N1cc, int N2c, int N2cc, float T, cudaStream_t stream); } #endif // __FGD_BGFG_COMMON_HPP__