cuda-samples/Samples/5_Domain_Specific/HSOpticalFlow/warpingKernel.cuh

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#include "common.h"

///////////////////////////////////////////////////////////////////////////////
/// \brief warp image with a given displacement field, CUDA kernel.
/// \param[in]  width   image width
/// \param[in]  height  image height
/// \param[in]  stride  image stride
/// \param[in]  u       horizontal displacement
/// \param[in]  v       vertical displacement
/// \param[out] out     result
///////////////////////////////////////////////////////////////////////////////
__global__ void WarpingKernel(int width, int height, int stride, const float *u,
                              const float *v, float *out,
                              cudaTextureObject_t texToWarp) {
  const int ix = threadIdx.x + blockIdx.x * blockDim.x;
  const int iy = threadIdx.y + blockIdx.y * blockDim.y;

  const int pos = ix + iy * stride;

  if (ix >= width || iy >= height) return;

  float x = ((float)ix + u[pos] + 0.5f) / (float)width;
  float y = ((float)iy + v[pos] + 0.5f) / (float)height;

  out[pos] = tex2D<float>(texToWarp, x, y);
}

///////////////////////////////////////////////////////////////////////////////
/// \brief warp image with provided vector field, CUDA kernel wrapper.
///
/// For each output pixel there is a vector which tells which pixel
/// from a source image should be mapped to this particular output
/// pixel.
/// It is assumed that images and the vector field have the same stride and
/// resolution.
/// \param[in]  src source image
/// \param[in]  w   width
/// \param[in]  h   height
/// \param[in]  s   stride
/// \param[in]  u   horizontal displacement
/// \param[in]  v   vertical displacement
/// \param[out] out warped image
///////////////////////////////////////////////////////////////////////////////
static void WarpImage(const float *src, int w, int h, int s, const float *u,
                      const float *v, float *out) {
  dim3 threads(32, 6);
  dim3 blocks(iDivUp(w, threads.x), iDivUp(h, threads.y));

  cudaTextureObject_t texToWarp;
  cudaResourceDesc texRes;
  memset(&texRes, 0, sizeof(cudaResourceDesc));

  texRes.resType = cudaResourceTypePitch2D;
  texRes.res.pitch2D.devPtr = (void *)src;
  texRes.res.pitch2D.desc = cudaCreateChannelDesc<float>();
  texRes.res.pitch2D.width = w;
  texRes.res.pitch2D.height = h;
  texRes.res.pitch2D.pitchInBytes = s * sizeof(float);

  cudaTextureDesc texDescr;
  memset(&texDescr, 0, sizeof(cudaTextureDesc));

  texDescr.normalizedCoords = true;
  texDescr.filterMode = cudaFilterModeLinear;
  texDescr.addressMode[0] = cudaAddressModeMirror;
  texDescr.addressMode[1] = cudaAddressModeMirror;
  texDescr.readMode = cudaReadModeElementType;

  checkCudaErrors(
      cudaCreateTextureObject(&texToWarp, &texRes, &texDescr, NULL));

  WarpingKernel<<<blocks, threads>>>(w, h, s, u, v, out, texToWarp);
}