added support of CV_32F & CV_TM_SQDIFF into gpu::matchTemplate

This commit is contained in:
Alexey Spizhevoy
2010-12-08 13:12:12 +00:00
parent 40304721a7
commit b1c5b9293e
3 changed files with 112 additions and 43 deletions

View File

@@ -50,6 +50,7 @@ using namespace cv::gpu;
namespace cv { namespace gpu { namespace imgproc {
texture<unsigned char, 2> imageTex_8U;
texture<unsigned char, 2> templTex_8U;
@@ -98,6 +99,54 @@ void matchTemplate_8U_SQDIFF(const DevMem2D image, const DevMem2D templ, DevMem2
}
texture<float, 2> imageTex_32F;
texture<float, 2> templTex_32F;
__global__ void matchTemplateKernel_32F_SQDIFF(int w, int h, DevMem2Df result)
{
int x = blockDim.x * blockIdx.x + threadIdx.x;
int y = blockDim.y * blockIdx.y + threadIdx.y;
if (x < result.cols && y < result.rows)
{
float sum = 0.f;
float delta;
for (int i = 0; i < h; ++i)
{
for (int j = 0; j < w; ++j)
{
delta = tex2D(imageTex_32F, x + j, y + i) -
tex2D(templTex_32F, j, i);
sum += delta * delta;
}
}
result.ptr(y)[x] = sum;
}
}
void matchTemplate_32F_SQDIFF(const DevMem2D image, const DevMem2D templ, DevMem2Df result)
{
dim3 threads(32, 8);
dim3 grid(divUp(image.cols - templ.cols + 1, threads.x),
divUp(image.rows - templ.rows + 1, threads.y));
cudaChannelFormatDesc desc = cudaCreateChannelDesc<float>();
cudaBindTexture2D(0, imageTex_32F, image.data, desc, image.cols, image.rows, image.step);
cudaBindTexture2D(0, templTex_32F, templ.data, desc, templ.cols, templ.rows, templ.step);
imageTex_8U.filterMode = cudaFilterModePoint;
templTex_8U.filterMode = cudaFilterModePoint;
matchTemplateKernel_32F_SQDIFF<<<grid, threads>>>(templ.cols, templ.rows, result);
cudaSafeCall(cudaThreadSynchronize());
cudaSafeCall(cudaUnbindTexture(imageTex_32F));
cudaSafeCall(cudaUnbindTexture(templTex_32F));
}
__global__ void multiplyAndNormalizeSpectsKernel(int n, float scale, const cufftComplex* a,
const cufftComplex* b, cufftComplex* c)
{