/* * Copyright (c) 2024 Qualcomm Innovation Center, Inc. All rights reserved. * SPDX-License-Identifier: Apache-2.0 */ #include "test_precomp.hpp" namespace opencv_test { namespace { typedef testing::TestWithParam> Sobel; typedef testing::TestWithParam> Sobel3x3u8; TEST_P(Sobel,accuracy) { Size srcSize = get<0>(GetParam()); int ksize = get<1>(GetParam()); int border = get<2>(GetParam()); int borderValue = get<3>(GetParam()); cv::Mat dx, dy, src(srcSize, CV_8U), refx, refy; RNG& rng = cv::theRNG(); cvtest::randUni(rng, src, Scalar::all(0), Scalar::all(255)); cv::fastcv::sobel(src, dx, dy, ksize, border, borderValue); cv::Sobel(src, refx, CV_16S, 1, 0, ksize, 1.0, 0.0, border); cv::Sobel(src, refy, CV_16S, 0, 1, ksize, 1.0, 0.0, border); cv::Mat difference_x, difference_y; cv::absdiff(dx, refx, difference_x); cv::absdiff(dy, refy, difference_y); int num_diff_pixels_x = cv::countNonZero(difference_x); int num_diff_pixels_y = cv::countNonZero(difference_y); EXPECT_LT(num_diff_pixels_x, src.size().area()*0.1); EXPECT_LT(num_diff_pixels_y, src.size().area()*0.1); } TEST_P(Sobel3x3u8,accuracy) { Size srcSize = get<0>(GetParam()); int ddepth = get<1>(GetParam()); cv::Mat dx, dy, src(srcSize, CV_8U), refx, refy; RNG& rng = cv::theRNG(); cvtest::randUni(rng, src, Scalar::all(0), Scalar::all(255)); cv::fastcv::sobel3x3u8(src, dx, dy, ddepth, 0); cv::Sobel(src, refx, ddepth, 1, 0); cv::Sobel(src, refy, ddepth, 0, 1); cv::Mat difference_x, difference_y; cv::absdiff(dx, refx, difference_x); cv::absdiff(dy, refy, difference_y); int num_diff_pixels_x = cv::countNonZero(difference_x); int num_diff_pixels_y = cv::countNonZero(difference_y); EXPECT_LT(num_diff_pixels_x, src.size().area()*0.1); EXPECT_LT(num_diff_pixels_y, src.size().area()*0.1); } INSTANTIATE_TEST_CASE_P(FastCV_Extension, Sobel, Combine( /*image size*/ Values(perf::szVGA, perf::sz720p, perf::sz1080p), /*kernel size*/ Values(3,5,7), /*border*/ Values(BORDER_CONSTANT, BORDER_REPLICATE), /*border value*/ Values(0) )); INSTANTIATE_TEST_CASE_P(FastCV_Extension, Sobel3x3u8, Combine( /*image size*/ Values(perf::szVGA, perf::sz720p, perf::sz1080p), /*dst depth*/ Values(CV_16S, CV_32F) )); } }