OpenCV_4.2.0/opencv_contrib-4.2.0/modules/bioinspired/test/test_retina_ocl.cpp

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2024-07-25 16:47:56 +08:00
/*M///////////////////////////////////////////////////////////////////////////////////////
//
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// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2010-2013, Multicoreware, Inc., all rights reserved.
// Copyright (C) 2010-2013, Advanced Micro Devices, Inc., all rights reserved.
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// @Authors
// Peng Xiao, pengxiao@multicorewareinc.com
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#include "test_precomp.hpp"
#include "opencv2/ts/ocl_test.hpp"
#define RETINA_ITERATIONS 5
namespace opencv_test { namespace {
PARAM_TEST_CASE(Retina_OCL, bool, int, bool, double, double)
{
bool colorMode;
int colorSamplingMethod;
bool useLogSampling;
float reductionFactor;
float samplingStrength;
virtual void SetUp()
{
colorMode = GET_PARAM(0);
colorSamplingMethod = GET_PARAM(1);
useLogSampling = GET_PARAM(2);
reductionFactor = static_cast<float>(GET_PARAM(3));
samplingStrength = static_cast<float>(GET_PARAM(4));
}
};
OCL_TEST_P(Retina_OCL, Accuracy)
{
Mat input = imread(cvtest::TS::ptr()->get_data_path() + "shared/lena.png", colorMode);
CV_Assert(!input.empty());
Ptr<bioinspired::Retina> retina = bioinspired::Retina::create(
input.size(),
colorMode,
colorSamplingMethod,
useLogSampling,
reductionFactor,
samplingStrength);
Mat gold_parvo;
Mat gold_magno;
UMat ocl_parvo;
UMat ocl_magno;
for(int i = 0; i < RETINA_ITERATIONS; i ++)
{
OCL_OFF(retina->run(input));
OCL_OFF(retina->getParvo(gold_parvo));
OCL_OFF(retina->getMagno(gold_magno));
OCL_OFF(retina->clearBuffers());
OCL_ON(retina->run(input));
OCL_ON(retina->getParvo(ocl_parvo));
OCL_ON(retina->getMagno(ocl_magno));
OCL_ON(retina->clearBuffers());
int eps = 1;
EXPECT_MAT_NEAR(gold_parvo, ocl_parvo, eps);
EXPECT_MAT_NEAR(gold_magno, ocl_magno, eps);
}
}
OCL_INSTANTIATE_TEST_CASE_P(Contrib, Retina_OCL, testing::Combine(
testing::Bool(),
testing::Values((int)cv::bioinspired::RETINA_COLOR_BAYER),
testing::Values(false/*,true*/),
testing::Values(1.0, 0.5),
testing::Values(10.0, 5.0)));
}} // namespace