added first version of gpu::matchTemplate, currently it works only with 8UC1 images and SQDIFF method

This commit is contained in:
Alexey Spizhevoy
2010-12-06 14:19:41 +00:00
parent 8891acb67a
commit 50167f6c26
8 changed files with 323 additions and 5 deletions

View File

@@ -56,7 +56,10 @@ const char* blacklist[] =
int main( int argc, char** argv )
{
return test_system.run( argc, argv, blacklist );
argc = 3;
const char* manargs[] = { "gputest", "-tn", "GPU-MatchTemplateTest"};
return test_system.run( argc, (char**)manargs, blacklist );
}
/* End of file. */

View File

@@ -0,0 +1,145 @@
/*M///////////////////////////////////////////////////////////////////////////////////////
//
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//
// 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.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
// Third party copyrights are property of their respective owners.
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// this list of conditions and the following disclaimer.
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// and/or other GpuMaterials provided with the distribution.
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//M*/
#include "gputest.hpp"
using namespace cv;
using namespace std;
struct CV_GpuMatchTemplateTest: CvTest
{
CV_GpuMatchTemplateTest(): CvTest("GPU-MatchTemplateTest", "matchTemplate") {}
void run(int)
{
try
{
Mat image, templ;
Mat dst_gold;
gpu::GpuMat dst;
int n, m, h, w;
for (int i = 0; i < 4; ++i)
{
n = 1 + rand() % 100;
m = 1 + rand() % 100;
do h = 1 + rand() % 20; while (h > n);
do w = 1 + rand() % 20; while (w > m);
gen(image, n, m, CV_8U);
gen(templ, h, w, CV_8U);
match_template_naive(image, templ, dst_gold);
gpu::matchTemplate(gpu::GpuMat(image), gpu::GpuMat(templ), dst, CV_TM_SQDIFF);
if (!check8U(dst_gold, Mat(dst))) return;
}
}
catch (const Exception& e)
{
if (!check_and_treat_gpu_exception(e, ts)) throw;
return;
}
}
void gen(Mat& a, int rows, int cols, int type)
{
RNG rng;
a.create(rows, cols, type);
if (type == CV_8U)
rng.fill(a, RNG::UNIFORM, Scalar(0), Scalar(10));
}
// Naive version for unsigned char
// Time complexity is O(a.size().area() * b.size().area()).
void match_template_naive(const Mat& a, const Mat& b, Mat& c)
{
c.create(a.rows - b.rows + 1, a.cols - b.cols + 1, CV_32F);
for (int i = 0; i < c.rows; ++i)
{
for (int j = 0; j < c.cols; ++j)
{
float delta;
float sum = 0.f;
for (int y = 0; y < b.rows; ++y)
{
const unsigned char* arow = a.ptr(i + y);
const unsigned char* brow = b.ptr(y);
for (int x = 0; x < b.cols; ++x)
{
delta = (float)(arow[j + x] - brow[x]);
sum += delta * delta;
}
}
c.at<float>(i, j) = sum;
}
}
}
bool check8U(const Mat& a, const Mat& b)
{
if (a.size() != b.size())
{
ts->printf(CvTS::CONSOLE, "bad size");
ts->set_failed_test_info(CvTS::FAIL_INVALID_OUTPUT);
return false;
}
for (int i = 0; i < a.rows; ++i)
{
for (int j = 0; j < a.cols; ++j)
{
float v1 = a.at<float>(i, j);
float v2 = b.at<float>(i, j);
if (fabs(v1 - v2) > 1e-3f)
{
ts->printf(CvTS::CONSOLE, "(gold)%f != %f, pos: (%d, %d) size: (%d, %d)\n",
v1, v2, j, i, a.cols, a.rows);
ts->set_failed_test_info(CvTS::FAIL_INVALID_OUTPUT);
return false;
}
}
}
return true;
}
} match_template_test;