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opencv_contrib/modules/fastcv/test/test_ipptransform.cpp
T

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C++

/*
* Copyright (c) 2024 Qualcomm Innovation Center, Inc. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*/
#include "test_precomp.hpp"
namespace opencv_test { namespace {
class DCTExtTest : public ::testing::TestWithParam<cv::Size> {};
TEST_P(DCTExtTest, forward)
{
Size size = GetParam();
RNG& rng = cv::theRNG();
Mat src(size, CV_8UC1);
cvtest::randUni(rng, src, Scalar::all(0), Scalar::all(255));
Mat srcFloat;
src.convertTo(srcFloat, CV_32F);
Mat dst, ref;
cv::fastcv::DCT(src, dst);
cv::dct(srcFloat, ref);
Mat dstFloat;
ref.convertTo(dstFloat, CV_32F);
double normInf = cvtest::norm(dstFloat, ref, cv::NORM_INF);
double normL2 = cvtest::norm(dstFloat, ref, cv::NORM_L2) / dst.size().area();
if (cvtest::debugLevel > 0)
{
std::cout << "dst:" << std::endl << dst << std::endl;
std::cout << "ref:" << std::endl << ref << std::endl;
}
EXPECT_EQ(normInf, 0);
EXPECT_EQ(normL2, 0);
}
TEST_P(DCTExtTest, inverse)
{
Size size = GetParam();
RNG& rng = cv::theRNG();
Mat src(size, CV_8UC1);
cvtest::randUni(rng, src, Scalar::all(0), Scalar::all(256));
Mat srcFloat;
src.convertTo(srcFloat, CV_32F);
Mat fwd, back;
cv::fastcv::DCT(src, fwd);
cv::fastcv::IDCT(fwd, back);
Mat backFloat;
back.convertTo(backFloat, CV_32F);
Mat fwdRef, backRef;
cv::dct(srcFloat, fwdRef);
cv::idct(fwdRef, backRef);
double normInf = cvtest::norm(backFloat, backRef, cv::NORM_INF);
double normL2 = cvtest::norm(backFloat, backRef, cv::NORM_L2) / src.size().area();
if (cvtest::debugLevel > 0)
{
std::cout << "src:" << std::endl << src << std::endl;
std::cout << "back:" << std::endl << back << std::endl;
std::cout << "backRef:" << std::endl << backRef << std::endl;
}
EXPECT_LE(normInf, 7.00005);
EXPECT_LT(normL2, 0.13);
}
INSTANTIATE_TEST_CASE_P(FastCV_Extension, DCTExtTest, ::testing::Values(Size(8, 8), Size(128, 128), Size(32, 256), Size(512, 512)));
}} // namespaces opencv_test, ::