fixed some bugs, added tests for gpu::HOGDescriptor

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

@@ -282,7 +282,7 @@ namespace cv
             operator GpuMat() const;
 
             //returns if host memory can be mapperd to gpu address space;
-            static bool can_device_map_to_host();
+            static bool canMapHostMemory();
 
             // Please see cv::Mat for descriptions
             bool isContinuous() const;
@@ -1001,8 +1001,6 @@ namespace cv
                                   double hit_threshold=0, Size win_stride=Size(), Size padding=Size(),
                                   double scale0=1.05, int group_threshold=2);
 
-            GpuMat getLastBlockHists() const;
-
             Size win_size;
             Size block_size;
             Size block_stride;

modules/gpu/src/cuda/hog.cu

@@ -142,6 +142,7 @@ __global__ void compute_hists_kernel_many_blocks(const int img_block_width, cons
     const float* grad_ptr = grad.ptr(offset_y) + offset_x * 2;
     const unsigned char* qangle_ptr = qangle.ptr(offset_y) + offset_x * 2;
 
+    // 12 means that 12 pixels affect on block's cell (in one row)
     if (cell_thread_x < 12)
     {
         float* hist = hists + 12 * (cell_y * blockDim.z * CELLS_PER_BLOCK_Y + 

modules/gpu/src/hog.cpp

@@ -295,11 +295,6 @@ void cv::gpu::HOGDescriptor::detectMultiScale(const GpuMat& img, vector<Rect>& f
 }
 
 
-cv::gpu::GpuMat cv::gpu::HOGDescriptor::getLastBlockHists() const {
-    return block_hists;
-}
-
-
 int cv::gpu::HOGDescriptor::numPartsWithin(int size, int part_size, int stride) 
 {
     return (size - part_size + stride) / stride;

modules/gpu/src/matrix_operations.cpp

@@ -68,7 +68,7 @@ namespace cv
         void GpuMat::release() { throw_nogpu(); }
 
         void CudaMem::create(int /*_rows*/, int /*_cols*/, int /*_type*/, int /*type_alloc*/) { throw_nogpu(); }
-        bool CudaMem::can_device_map_to_host() { throw_nogpu(); return false; }
+        bool CudaMem::canMapHostMemory() { throw_nogpu(); return false; }
         void CudaMem::release() { throw_nogpu(); }
         GpuMat CudaMem::createGpuMatHeader () const { throw_nogpu(); return GpuMat(); }
     }

tests/gpu/src/hog.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                        Intel License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000, Intel Corporation, all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of Intel Corporation may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "gputest.hpp"
+#include <fstream>
+
+using namespace std;
+
+//#define DUMP
+
+#define CHECK(pred, err) if (!(pred)) { \
+    ts->printf(CvTS::LOG, "Fail: \"%s\" at line: %d\n", #pred, __LINE__); \
+    ts->set_failed_test_info(err); \
+    return; }
+
+struct CV_GpuHogTest : public CvTest 
+{
+    CV_GpuHogTest() : CvTest( "GPU-HOG", "HOGDescriptor" ) {}
+
+#ifdef DUMP
+    void dump(const cv::Mat& block_hists, const std::vector<cv::Point>& locations) 
+    {
+        f.write((char*)&block_hists.rows, sizeof(block_hists.rows));
+        f.write((char*)&block_hists.cols, sizeof(block_hists.cols));
+        for (int i = 0; i < block_hists.rows; ++i)
+        {
+            for (int j = 0; j < block_hists.cols; ++j)
+            {
+                float val = block_hists.at<float>(i, j);
+                f.write((char*)&val, sizeof(val));
+            }
+        }
+        size_t nlocations = locations.size();
+        f.write((char*)&nlocations, sizeof(nlocations));
+        for (size_t i = 0; i < locations.size(); ++i)
+            f.write((char*)&locations[i], sizeof(locations[i]));
+    }
+#else
+    void compare(const cv::Mat& block_hists, const std::vector<cv::Point>& locations) 
+    {
+        int rows, cols;
+        size_t nlocations;
+
+        f.read((char*)&rows, sizeof(rows));
+        f.read((char*)&cols, sizeof(cols));
+        CHECK(rows == block_hists.rows, CvTS::FAIL_INVALID_OUTPUT);
+        CHECK(cols == block_hists.cols, CvTS::FAIL_INVALID_OUTPUT);
+        for (int i = 0; i < block_hists.rows; ++i)
+        {
+            for (int j = 0; j < block_hists.cols; ++j)
+            {
+                float val;
+                f.read((char*)&val, sizeof(val));
+                CHECK(fabs(val - block_hists.at<float>(i, j)) < 1e-3f, CvTS::FAIL_INVALID_OUTPUT);
+            }
+        }
+        f.read((char*)&nlocations, sizeof(nlocations));
+        CHECK(nlocations == locations.size(), CvTS::FAIL_INVALID_OUTPUT);
+        for (size_t i = 0; i < nlocations; ++i)
+        {
+            cv::Point location;
+            f.read((char*)&location, sizeof(location));
+            CHECK(location == locations[i], CvTS::FAIL_INVALID_OUTPUT);
+        }
+    }
+#endif
+
+    void test(const cv::Mat& img) 
+    {
+        cv::gpu::GpuMat d_img(img);
+
+        cv::gpu::HOGDescriptor hog;
+        hog.setSVMDetector(cv::gpu::HOGDescriptor::getDefaultPeopleDetector());
+
+        std::vector<cv::Point> locations;
+
+        // Test detect
+        hog.detect(d_img, locations, 0);
+
+#ifdef DUMP
+        dump(hog.block_hists, locations);
+#else
+        compare(hog.block_hists, locations);
+#endif
+
+        // Test detect on smaller image
+        cv::gpu::GpuMat d_img2;
+        cv::gpu::resize(d_img, d_img2, cv::Size(d_img.cols / 2, d_img.rows / 2)); 
+        hog.detect(d_img2, locations, 0);
+
+#ifdef DUMP
+        dump(hog.block_hists, locations);
+#else
+        compare(hog.block_hists, locations);
+#endif
+
+        // Test detect on greater image
+        cv::gpu::resize(d_img, d_img2, cv::Size(d_img.cols * 2, d_img.rows * 2)); 
+        hog.detect(d_img2, locations, 0);
+        
+#ifdef DUMP
+        dump(hog.block_hists, locations);
+#else
+        compare(hog.block_hists, locations);
+#endif
+
+        // Test detectMultiScale
+        std::vector<cv::Rect> rects;
+        size_t nrects;
+        hog.detectMultiScale(d_img, rects, 0, cv::Size(8, 8), cv::Size(), 1.05, 2);
+
+#ifdef DUMP
+        nrects = rects.size();
+        f.write((char*)&nrects, sizeof(nrects));
+        for (size_t i = 0; i < rects.size(); ++i)
+            f.write((char*)&rects[i], sizeof(rects[i]));
+        dump(hog.block_hists, std::vector<cv::Point>());
+#else
+        f.read((char*)&nrects, sizeof(nrects));
+        CHECK(nrects == rects.size(), CvTS::FAIL_INVALID_OUTPUT)
+        for (size_t i = 0; i < rects.size(); ++i) 
+        {
+            cv::Rect rect;
+            f.read((char*)&rect, sizeof(rect));
+            CHECK(rect == rects[i], CvTS::FAIL_INVALID_OUTPUT);
+        }
+        compare(hog.block_hists, std::vector<cv::Point>());
+#endif
+    }
+
+
+    void run(int) 
+    {       
+        try 
+        {
+            cv::Mat img_rgb = cv::imread(std::string(ts->get_data_path()) + "hog/road.png");
+            CHECK(!img_rgb.empty(), CvTS::FAIL_MISSING_TEST_DATA);
+
+#ifdef DUMP
+            f.open((std::string(ts->get_data_path()) + "hog/expected_output.bin").c_str(), std::ios_base::binary);
+            CHECK(f.is_open(), CvTS::FAIL_GENERIC);          
+#else
+            f.open((std::string(ts->get_data_path()) + "hog/expected_output.bin").c_str(), std::ios_base::binary);
+            CHECK(f.is_open(), CvTS::FAIL_MISSING_TEST_DATA);          
+#endif
+            
+            // Test on color image
+            cv::Mat img;
+            cv::cvtColor(img_rgb, img, CV_BGR2BGRA);
+            test(img);
+
+            // Test on gray image
+            cv::cvtColor(img_rgb, img, CV_BGR2GRAY);
+            test(img);
+
+            f.close();
+        }
+        catch (const cv::Exception& e)
+        {
+            f.close();
+            if (!check_and_treat_gpu_exception(e, ts)) throw;
+            return;
+        }
+    }
+
+#ifdef DUMP
+    std::ofstream f;
+#else
+    std::ifstream f;
+#endif
+
+} gpu_hog_test;