C.C. Labeling: added stream support

modules/gpu/include/opencv2/gpu/gpu.hpp

@@ -918,7 +918,7 @@ CV_EXPORTS void graphcut(GpuMat& terminals, GpuMat& leftTransp, GpuMat& rightTra
                          GpuMat& buf, Stream& stream = Stream::Null());
 
 //! performs connected componnents labeling.
-CV_EXPORTS void labelComponents(const GpuMat& image, GpuMat& mask, GpuMat& components, const cv::Scalar& lo, const cv::Scalar& hi);
+CV_EXPORTS void labelComponents(const GpuMat& image, GpuMat& mask, GpuMat& components, const cv::Scalar& lo, const cv::Scalar& hi, Stream& stream = Stream::Null());
 
 ////////////////////////////////// Histograms //////////////////////////////////
 

modules/gpu/src/cuda/ccomponetns.cu

@@ -83,7 +83,7 @@ namespace cv { namespace gpu { namespace device
         };
 
         template<typename F>
-        __global__ void computeComponents(const DevMem2D image, DevMem2D components, F connected)
+        __global__ void computeConnectivity(const DevMem2D image, DevMem2D components, F connected)
         {
             int x = threadIdx.x + blockIdx.x * blockDim.x;
             int y = threadIdx.y + blockIdx.y * blockDim.y;
@@ -108,14 +108,15 @@ namespace cv { namespace gpu { namespace device
             components(y, x) = c;
         }
 
-        void computeEdges(const DevMem2D& image, DevMem2D components, const int lo, const int hi)
+        void computeEdges(const DevMem2D& image, DevMem2D edges, const int lo, const int hi, cudaStream_t stream)
         {
             dim3 block(CTA_SIZE_X, CTA_SIZE_Y);
             dim3 grid(divUp(image.cols, block.x), divUp(image.rows, block.y));
             InInterval<int> inInt(lo, hi);
-            computeComponents<InInterval<int> ><<<grid, block>>>(image, components, inInt);
+            computeConnectivity<InInterval<int> ><<<grid, block, 0, stream>>>(image, edges, inInt);
 
             cudaSafeCall( cudaGetLastError() );
+            if (stream == 0)
                 cudaSafeCall( cudaDeviceSynchronize() );
         }
 
@@ -384,25 +385,25 @@ namespace cv { namespace gpu { namespace device
                 comps(y, x) = root(comps, comps(y, x));
         }
 
-        void labelComponents(const DevMem2D& edges, DevMem2Di comps)
+        void labelComponents(const DevMem2D& edges, DevMem2Di comps, cudaStream_t stream)
         {
             dim3 block(CTA_SIZE_X, CTA_SIZE_Y);
             dim3 grid(divUp(edges.cols, TILE_COLS), divUp(edges.rows, TILE_ROWS));
 
-            lableTiles<<<grid, block>>>(edges, comps);
+            lableTiles<<<grid, block, 0, stream>>>(edges, comps);
             cudaSafeCall( cudaGetLastError() );
 
             int tileSizeX = TILE_COLS, tileSizeY = TILE_ROWS;
 
             cudaSafeCall( cudaGetLastError() );
-            cudaSafeCall( cudaDeviceSynchronize() );
+            // cudaSafeCall( cudaDeviceSynchronize() );
 
             while (grid.x > 1 || grid.y > 1)
             {
                 dim3 mergeGrid(ceilf(grid.x / 2.0), ceilf(grid.y / 2.0));
                 dim3 mergeBlock(STA_SIZE_MARGE_X, STA_SIZE_MARGE_Y);
                 std::cout << "merging: " << grid.y  << " x " << grid.x << " ---> " << mergeGrid.y <<  " x " << mergeGrid.x << " for tiles: " << tileSizeY << " x " << tileSizeX << std::endl;
-                crossMerge<<<mergeGrid, mergeBlock>>>(2, 2, tileSizeY, tileSizeX, edges, comps, ceilf(grid.y / 2.0) - grid.y / 2, ceilf(grid.x / 2.0) - grid.x / 2);
+                crossMerge<<<mergeGrid, mergeBlock, 0, stream>>>(2, 2, tileSizeY, tileSizeX, edges, comps, ceilf(grid.y / 2.0) - grid.y / 2, ceilf(grid.x / 2.0) - grid.x / 2);
                 tileSizeX <<= 1;
                 tileSizeY <<= 1;
                 grid = mergeGrid;
@@ -412,8 +413,9 @@ namespace cv { namespace gpu { namespace device
 
             grid.x = divUp(edges.cols, block.x);
             grid.y = divUp(edges.rows, block.y);
-            flatten<<<grid, block>>>(edges, comps);
+            flatten<<<grid, block, 0, stream>>>(edges, comps);
             cudaSafeCall( cudaGetLastError() );
+            if (stream == 0)
                 cudaSafeCall( cudaDeviceSynchronize() );
         }
     }

modules/gpu/src/graphcuts.cpp

@@ -47,7 +47,7 @@
 void cv::gpu::graphcut(GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, Stream&) { throw_nogpu(); }
 void cv::gpu::graphcut(GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, GpuMat&, Stream&) { throw_nogpu(); }
 
-void cv::gpu::labelComponents(const GpuMat& image, GpuMat& mask, GpuMat& components, const cv::Scalar& lo, const cv::Scalar& hi) { throw_nogpu(); }
+void cv::gpu::labelComponents(const GpuMat&, GpuMat&, GpuMat&, const cv::Scalar&, const cv::Scalar&, Stream&) { throw_nogpu(); }
 
 #else /* !defined (HAVE_CUDA) */
 
@@ -55,15 +55,28 @@ namespace cv { namespace gpu { namespace device
 {
     namespace ccl
     {
-        void labelComponents(const DevMem2D& edges, DevMem2Di comps);
+        void labelComponents(const DevMem2D& edges, DevMem2Di comps, cudaStream_t stream);
-        void computeEdges(const DevMem2D& image, DevMem2D edges, const int lo, const int hi);
+        void computeEdges(const DevMem2D& image, DevMem2D edges, const int lo, const int hi, cudaStream_t stream);
     }
 }}}
 
-void cv::gpu::labelComponents(const GpuMat& image, GpuMat& mask, GpuMat& components, const cv::Scalar& lo, const cv::Scalar& hi)
+void cv::gpu::labelComponents(const GpuMat& image, GpuMat& mask, GpuMat& components, const cv::Scalar& lo, const cv::Scalar& hi, Stream& s)
 {
-    device::ccl::computeEdges(image, mask, lo[0], hi[0]);
+    CV_Assert(!image.empty());
-    device::ccl::labelComponents(mask, components);
+
+    int type = image.type();
+    CV_Assert(type == CV_8UC1);
+
+    if (image.size() != mask.size() || mask.type() != CV_8UC1)
+        mask.create(image.size(), CV_8UC1);
+
+    if (image.size() != components.size() || components.type() != CV_32SC1)
+        components.create(image.size(), CV_32SC1);
+
+    cudaStream_t stream = StreamAccessor::getStream(s);
+
+    device::ccl::computeEdges(image, mask, lo[0], hi[0], stream);
+    device::ccl::labelComponents(mask, components, stream);
 }
 
 

modules/gpu/test/test_labeling.cpp

@@ -63,9 +63,6 @@ TEST_P(Labeling, ConnectedComponents)
 {
     cv::Mat image;
     cvtColor(loat_image(), image, CV_BGR2GRAY);
-    cv::Mat image_cpu = image.clone();
-
-    // cv::floodFill(image, cv::Point(1,1),cv::Scalar::all(64), 0, cv::Scalar::all(0), cv::Scalar::all(256));
 
     cv::gpu::GpuMat mask;
     mask.create(image.rows, image.cols, CV_8UC1);
@@ -73,21 +70,8 @@ TEST_P(Labeling, ConnectedComponents)
     cv::gpu::GpuMat components;
     components.create(image.rows, image.cols, CV_32SC1);
 
-    std::cout << "summary: " << image.cols << " " << image.rows << " "
-    << cv::gpu::GpuMat(image).cols << " " << cv::gpu::GpuMat(image).rows<< " "
-    << mask.cols << " " << mask.rows<< " "
-    << components.cols << " " << components.rows<< std::endl;
-
-
     cv::gpu::labelComponents(cv::gpu::GpuMat(image), mask, components, cv::Scalar::all(0), cv::Scalar::all(2));
 
-    // // for(int i = 0; i + 32 < image.rows; i += 32)
-    // //     for(int j = 0; j + 32 < image.cols; j += 32)
-    // //     {
-    // //         std::cout << cv::Mat(cv::Mat(mask), cv::Rect(j, i, 32, 32 ))<< std::endl;
-    // //         std::cout << cv::Mat(cv::Mat(components), cv::Rect(j, i, 32, 32 )) << std::endl;
-    // //     }
-
     // std::cout << cv::Mat(components) << std::endl;
     // cv::imshow("test", image);
     // cv::waitKey(0);
@@ -102,7 +86,6 @@ TEST_P(Labeling, ConnectedComponents)
     cv::waitKey(0);
     cv::imshow("test", cv::Mat(components) * 2);
     cv::waitKey(0);
-    std::cout << "test! " << image.cols << std::endl;
 }
 
 INSTANTIATE_TEST_CASE_P(ConnectedComponents, Labeling, ALL_DEVICES);