fix gpu samples compilation

samples/gpu/farneback_optical_flow.cpp

@@ -7,6 +7,7 @@
 #include "opencv2/highgui.hpp"
 #include "opencv2/video.hpp"
 #include "opencv2/cudaoptflow.hpp"
+#include "opencv2/cudaarithm.hpp"
 
 using namespace std;
 using namespace cv;
@@ -70,8 +71,8 @@ int main(int argc, char **argv)
     if (frameL.empty() || frameR.empty()) return -1;
 
     GpuMat d_frameL(frameL), d_frameR(frameR);
-    GpuMat d_flowx, d_flowy;
+    GpuMat d_flow;
-    FarnebackOpticalFlow d_calc;
+    Ptr<cuda::FarnebackOpticalFlow> d_calc = cuda::FarnebackOpticalFlow::create();
     Mat flowxy, flowx, flowy, image;
 
     bool running = true, gpuMode = true;
@@ -86,17 +87,21 @@ int main(int argc, char **argv)
         if (gpuMode)
         {
             tc0 = getTickCount();
-            d_calc(d_frameL, d_frameR, d_flowx, d_flowy);
+            d_calc->calc(d_frameL, d_frameR, d_flow);
             tc1 = getTickCount();
-            d_flowx.download(flowx);
+
-            d_flowy.download(flowy);
+            GpuMat planes[2];
+            cuda::split(d_flow, planes);
+
+            planes[0].download(flowx);
+            planes[1].download(flowy);
         }
         else
         {
             tc0 = getTickCount();
             calcOpticalFlowFarneback(
-                        frameL, frameR, flowxy, d_calc.pyrScale, d_calc.numLevels, d_calc.winSize,
+                        frameL, frameR, flowxy, d_calc->getPyrScale(), d_calc->getNumLevels(), d_calc->getWinSize(),
-                        d_calc.numIters, d_calc.polyN, d_calc.polySigma, d_calc.flags);
+                        d_calc->getNumIters(), d_calc->getPolyN(), d_calc->getPolySigma(), d_calc->getFlags());
             tc1 = getTickCount();
 
             Mat planes[] = {flowx, flowy};

samples/gpu/optical_flow.cpp

@@ -5,6 +5,7 @@
 #include <opencv2/core/utility.hpp>
 #include "opencv2/highgui.hpp"
 #include "opencv2/cudaoptflow.hpp"
+#include "opencv2/cudaarithm.hpp"
 
 using namespace std;
 using namespace cv;
@@ -122,10 +123,13 @@ static void drawOpticalFlow(const Mat_<float>& flowx, const Mat_<float>& flowy,
     }
 }
 
-static void showFlow(const char* name, const GpuMat& d_flowx, const GpuMat& d_flowy)
+static void showFlow(const char* name, const GpuMat& d_flow)
 {
-    Mat flowx(d_flowx);
+    GpuMat planes[2];
-    Mat flowy(d_flowy);
+    cuda::split(d_flow, planes);
+
+    Mat flowx(planes[0]);
+    Mat flowy(planes[1]);
 
     Mat out;
     drawOpticalFlow(flowx, flowy, out, 10);
@@ -171,14 +175,12 @@ int main(int argc, const char* argv[])
     GpuMat d_frame0(frame0);
     GpuMat d_frame1(frame1);
 
-    GpuMat d_flowx(frame0.size(), CV_32FC1);
+    GpuMat d_flow(frame0.size(), CV_32FC2);
-    GpuMat d_flowy(frame0.size(), CV_32FC1);
 
-    BroxOpticalFlow brox(0.197f, 50.0f, 0.8f, 10, 77, 10);
+    Ptr<cuda::BroxOpticalFlow> brox = cuda::BroxOpticalFlow::create(0.197f, 50.0f, 0.8f, 10, 77, 10);
-    PyrLKOpticalFlow lk; lk.winSize = Size(7, 7);
+    Ptr<cuda::DensePyrLKOpticalFlow> lk = cuda::DensePyrLKOpticalFlow::create(Size(7, 7));
-    FarnebackOpticalFlow farn;
+    Ptr<cuda::FarnebackOpticalFlow> farn = cuda::FarnebackOpticalFlow::create();
-    OpticalFlowDual_TVL1_CUDA tvl1;
+    Ptr<cuda::OpticalFlowDual_TVL1> tvl1 = cuda::OpticalFlowDual_TVL1::create();
-    FastOpticalFlowBM fastBM;
 
     {
         GpuMat d_frame0f;
@@ -189,68 +191,45 @@ int main(int argc, const char* argv[])
 
         const int64 start = getTickCount();
 
-        brox(d_frame0f, d_frame1f, d_flowx, d_flowy);
+        brox->calc(d_frame0f, d_frame1f, d_flow);
 
         const double timeSec = (getTickCount() - start) / getTickFrequency();
         cout << "Brox : " << timeSec << " sec" << endl;
 
-        showFlow("Brox", d_flowx, d_flowy);
+        showFlow("Brox", d_flow);
     }
 
     {
         const int64 start = getTickCount();
 
-        lk.dense(d_frame0, d_frame1, d_flowx, d_flowy);
+        lk->calc(d_frame0, d_frame1, d_flow);
 
         const double timeSec = (getTickCount() - start) / getTickFrequency();
         cout << "LK : " << timeSec << " sec" << endl;
 
-        showFlow("LK", d_flowx, d_flowy);
+        showFlow("LK", d_flow);
     }
 
     {
         const int64 start = getTickCount();
 
-        farn(d_frame0, d_frame1, d_flowx, d_flowy);
+        farn->calc(d_frame0, d_frame1, d_flow);
 
         const double timeSec = (getTickCount() - start) / getTickFrequency();
         cout << "Farn : " << timeSec << " sec" << endl;
 
-        showFlow("Farn", d_flowx, d_flowy);
+        showFlow("Farn", d_flow);
     }
 
     {
         const int64 start = getTickCount();
 
-        tvl1(d_frame0, d_frame1, d_flowx, d_flowy);
+        tvl1->calc(d_frame0, d_frame1, d_flow);
 
         const double timeSec = (getTickCount() - start) / getTickFrequency();
         cout << "TVL1 : " << timeSec << " sec" << endl;
 
-        showFlow("TVL1", d_flowx, d_flowy);
+        showFlow("TVL1", d_flow);
-    }
-
-    {
-        const int64 start = getTickCount();
-
-        GpuMat buf;
-        calcOpticalFlowBM(d_frame0, d_frame1, Size(7, 7), Size(1, 1), Size(21, 21), false, d_flowx, d_flowy, buf);
-
-        const double timeSec = (getTickCount() - start) / getTickFrequency();
-        cout << "BM : " << timeSec << " sec" << endl;
-
-        showFlow("BM", d_flowx, d_flowy);
-    }
-
-    {
-        const int64 start = getTickCount();
-
-        fastBM(d_frame0, d_frame1, d_flowx, d_flowy);
-
-        const double timeSec = (getTickCount() - start) / getTickFrequency();
-        cout << "Fast BM : " << timeSec << " sec" << endl;
-
-        showFlow("Fast BM", d_flowx, d_flowy);
     }
 
     imshow("Frame 0", frame0);

samples/gpu/pyrlk_optical_flow.cpp

@@ -186,12 +186,8 @@ int main(int argc, const char* argv[])
 
     // Sparse
 
-    PyrLKOpticalFlow d_pyrLK;
+    Ptr<cuda::SparsePyrLKOpticalFlow> d_pyrLK = cuda::SparsePyrLKOpticalFlow::create(
-
+                Size(winSize, winSize), maxLevel, iters);
-    d_pyrLK.winSize.width = winSize;
-    d_pyrLK.winSize.height = winSize;
-    d_pyrLK.maxLevel = maxLevel;
-    d_pyrLK.iters = iters;
 
     GpuMat d_frame0(frame0);
     GpuMat d_frame1(frame1);
@@ -199,7 +195,7 @@ int main(int argc, const char* argv[])
     GpuMat d_nextPts;
     GpuMat d_status;
 
-    d_pyrLK.sparse(useGray ? d_frame0Gray : d_frame0, useGray ? d_frame1Gray : d_frame1, d_prevPts, d_nextPts, d_status);
+    d_pyrLK->calc(useGray ? d_frame0Gray : d_frame0, useGray ? d_frame1Gray : d_frame1, d_prevPts, d_nextPts, d_status);
 
     // Draw arrows
 
@@ -216,20 +212,6 @@ int main(int argc, const char* argv[])
 
     imshow("PyrLK [Sparse]", frame0);
 
-    // Dense
-
-    GpuMat d_u;
-    GpuMat d_v;
-
-    d_pyrLK.dense(d_frame0Gray, d_frame1Gray, d_u, d_v);
-
-    // Draw flow field
-
-    Mat flowField;
-    getFlowField(Mat(d_u), Mat(d_v), flowField);
-
-    imshow("PyrLK [Dense] Flow Field", flowField);
-
     waitKey();
 
     return 0;