remove generic version of GPU channel computer.
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@@ -73,7 +73,7 @@ namespace
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inline void ___cudaSafeCall(cudaError_t err, const char *file, const int line, const char *func = "")
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{
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//if (cudaSuccess != err) cv::gpu::error(cudaGetErrorString(err), file, line, func);
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if (cudaSuccess != err) cv::gpu::error(cudaGetErrorString(err), file, line, func);
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}
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}
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@@ -545,98 +545,6 @@ inline void setZero(cv::gpu::GpuMat& m, cv::gpu::Stream& s)
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m.setTo(0);
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}
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struct GenricPreprocessor : public cv::softcascade::ChannelsProcessor
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{
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GenricPreprocessor(const int s, const int b) : cv::softcascade::ChannelsProcessor(), shrinkage(s), bins(b) {}
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virtual ~GenricPreprocessor() {}
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virtual void apply(InputArray _frame, OutputArray _shrunk, cv::gpu::Stream& s = cv::gpu::Stream::Null())
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{
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const cv::gpu::GpuMat frame = _frame.getGpuMat();
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_shrunk.create(frame.rows * (4 + bins) / shrinkage, frame.cols / shrinkage, CV_8UC1);
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cv::gpu::GpuMat shrunk = _shrunk.getGpuMat();
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channels.create(frame.rows * (4 + bins), frame.cols, CV_8UC1);
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setZero(channels, s);
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//cv::gpu::cvtColor(frame, gray, CV_BGR2GRAY, s);
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createHogBins(s);
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createLuvBins(frame, s);
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//cv::gpu::resize(channels, shrunk, cv::Size(), 1.f / shrinkage, 1.f / shrinkage, CV_INTER_AREA, s);
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}
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private:
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void createHogBins(cv::gpu::Stream& s)
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{
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static const int fw = gray.cols;
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static const int fh = gray.rows;
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fplane.create(fh * HOG_BINS, fw, CV_32FC1);
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cv::gpu::GpuMat dfdx(fplane, cv::Rect(0, 0, fw, fh));
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cv::gpu::GpuMat dfdy(fplane, cv::Rect(0, fh, fw, fh));
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//cv::gpu::Sobel(gray, dfdx, CV_32F, 1, 0, sobelBuf, 3, 1, cv::BORDER_DEFAULT, -1, s);
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//cv::gpu::Sobel(gray, dfdy, CV_32F, 0, 1, sobelBuf, 3, 1, cv::BORDER_DEFAULT, -1, s);
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cv::gpu::GpuMat mag(fplane, cv::Rect(0, 2 * fh, fw, fh));
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cv::gpu::GpuMat ang(fplane, cv::Rect(0, 3 * fh, fw, fh));
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//cv::gpu::cartToPolar(dfdx, dfdy, mag, ang, true, s);
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// normalize magnitude to uchar interval and angles to 6 bins
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cv::gpu::GpuMat nmag(fplane, cv::Rect(0, 4 * fh, fw, fh));
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cv::gpu::GpuMat nang(fplane, cv::Rect(0, 5 * fh, fw, fh));
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//cv::gpu::multiply(mag, cv::Scalar::all(1.f / (8 *::log(2.0f))), nmag, 1, -1, s);
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//cv::gpu::multiply(ang, cv::Scalar::all(1.f / 60.f), nang, 1, -1, s);
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//create uchar magnitude
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cv::gpu::GpuMat cmag(channels, cv::Rect(0, fh * HOG_BINS, fw, fh));
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if (s)
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s.enqueueConvert(nmag, cmag, CV_8UC1);
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else
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nmag.convertTo(cmag, CV_8UC1);
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cudaStream_t stream = cv::gpu::StreamAccessor::getStream(s);
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cv::softcascade::device::fillBins(channels, nang, fw, fh, HOG_BINS, stream);
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}
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void createLuvBins(const cv::gpu::GpuMat& colored, cv::gpu::Stream& s)
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{
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static const int fw = colored.cols;
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static const int fh = colored.rows;
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//cv::gpu::cvtColor(colored, luv, CV_BGR2Luv, s);
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std::vector<cv::gpu::GpuMat> splited;
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for(int i = 0; i < LUV_BINS; ++i)
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{
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splited.push_back(cv::gpu::GpuMat(channels, cv::Rect(0, fh * (7 + i), fw, fh)));
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}
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//cv::gpu::split(luv, splited, s);
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}
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enum {HOG_BINS = 6, LUV_BINS = 3};
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const int shrinkage;
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const int bins;
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cv::gpu::GpuMat gray;
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cv::gpu::GpuMat luv;
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cv::gpu::GpuMat channels;
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// preallocated buffer for floating point operations
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cv::gpu::GpuMat fplane;
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cv::gpu::GpuMat sobelBuf;
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};
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struct SeparablePreprocessor : public cv::softcascade::ChannelsProcessor
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{
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SeparablePreprocessor(const int s, const int b) : cv::softcascade::ChannelsProcessor(), shrinkage(s), bins(b) {}
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@@ -674,11 +582,7 @@ private:
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cv::Ptr<cv::softcascade::ChannelsProcessor> cv::softcascade::ChannelsProcessor::create(const int s, const int b, const int m)
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{
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CV_Assert((m && SEPARABLE) || (m && GENERIC));
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if (m && GENERIC)
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return cv::Ptr<cv::softcascade::ChannelsProcessor>(new GenricPreprocessor(s, b));
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CV_Assert((m && SEPARABLE));
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return cv::Ptr<cv::softcascade::ChannelsProcessor>(new SeparablePreprocessor(s, b));
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}
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