added Harris corner detector into gpu module

This commit is contained in:
Alexey Spizhevoy
2010-11-30 08:04:37 +00:00
parent 6cddef8650
commit 9adfc2cadc
4 changed files with 143 additions and 0 deletions

View File

@@ -463,4 +463,52 @@ namespace cv { namespace gpu { namespace imgproc
{
reprojectImageTo3D_caller(disp, xyzw, q, stream);
}
/////////////////////////////////////////// Corner Harris /////////////////////////////////////////////////
__global__ void cornerHarris_kernel(const int cols, const int rows, const int block_size, const float k, const PtrStep Dx, const PtrStep Dy, PtrStep dst)
{
const unsigned int x = blockIdx.x * blockDim.x + threadIdx.x;
const unsigned int y = blockIdx.y * blockDim.y + threadIdx.y;
if (x < cols && y < rows)
{
float a = 0.f;
float b = 0.f;
float c = 0.f;
const unsigned int j_begin = max(x - block_size, 0);
const unsigned int i_begin = max(y - block_size, 0);
const unsigned int j_end = min(x + block_size + 1, cols);
const unsigned int i_end = min(y + block_size + 1, rows);
for (unsigned int i = i_begin; i < i_end; ++i)
{
const float* dx_row = (const float*)Dx.ptr(i);
const float* dy_row = (const float*)Dy.ptr(i);
for (unsigned int j = j_begin; j < j_end; ++j)
{
float dx = dx_row[j];
float dy = dy_row[j];
a += dx * dx;
b += dx * dy;
c += dy * dy;
}
}
((float*)dst.ptr(y))[x] = a * c - b * b - k * (a + c) * (a + c);
}
}
void cornerHarris_caller(const int block_size, const float k, const DevMem2D Dx, const DevMem2D Dy, DevMem2D dst)
{
const int rows = Dx.rows;
const int cols = Dx.cols;
dim3 threads(32, 8);
dim3 grid(divUp(cols, threads.x), divUp(rows, threads.y));
cornerHarris_kernel<<<grid, threads>>>(cols, rows, block_size / 2, k, Dx, Dy, dst);
cudaSafeCall(cudaThreadSynchronize());
}
}}}

View File

@@ -68,6 +68,8 @@ void cv::gpu::histEven(const GpuMat&, GpuMat&, int, int, int) { throw_nogpu(); }
void cv::gpu::histEven(const GpuMat&, GpuMat*, int*, int*, int*) { throw_nogpu(); }
void cv::gpu::histRange(const GpuMat&, GpuMat&, const GpuMat&) { throw_nogpu(); }
void cv::gpu::histRange(const GpuMat&, GpuMat*, const GpuMat*) { throw_nogpu(); }
void cv::gpu::cornerHarris(const GpuMat&, GpuMat&, int, int, double) { throw_nogpu(); }
#else /* !defined (HAVE_CUDA) */
@@ -856,4 +858,35 @@ void cv::gpu::histRange(const GpuMat& src, GpuMat hist[4], const GpuMat levels[4
hist_callers[src.depth()](src, hist, levels);
}
namespace cv { namespace gpu { namespace imgproc {
void cornerHarris_caller(const int block_size, const float k, const DevMem2D Dx, const DevMem2D Dy, DevMem2D dst);
}}}
void cv::gpu::cornerHarris(const GpuMat& src, GpuMat& dst, int blockSize, int apertureSize, double k)
{
CV_Assert(src.type() == CV_32F);
double scale = (double)(1 << ((apertureSize > 0 ? apertureSize : 3) - 1)) * blockSize;
if (apertureSize < 0) scale *= 2.;
scale = 1./scale;
GpuMat Dx, Dy;
if (apertureSize > 0)
{
Sobel(src, Dx, CV_32F, 1, 0, apertureSize, scale);
Sobel(src, Dy, CV_32F, 0, 1, apertureSize, scale);
}
else
{
Scharr(src, Dx, CV_32F, 1, 0, scale);
Scharr(src, Dy, CV_32F, 0, 1, scale);
}
dst.create(src.size(), CV_32F);
imgproc::cornerHarris_caller(blockSize, (float)k, Dx, Dy, dst);
}
#endif /* !defined (HAVE_CUDA) */