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11 //                For Open Source Computer Vision Library
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45 
46 #include "../test_precomp.hpp"
47 #include "cvconfig.h"
48 #include "opencv2/ts/ocl_test.hpp"
49 
50 #ifdef HAVE_OPENCL
51 
52 namespace cvtest {
53 namespace ocl {
54 
PARAM_TEST_CASE(AccumulateBase,std::pair<MatDepth,MatDepth>,Channels,bool)55 PARAM_TEST_CASE(AccumulateBase, std::pair<MatDepth, MatDepth>, Channels, bool)
56 {
57     int sdepth, ddepth, channels;
58     bool useRoi;
59     double alpha;
60 
61     TEST_DECLARE_INPUT_PARAMETER(src);
62     TEST_DECLARE_INPUT_PARAMETER(mask);
63     TEST_DECLARE_INPUT_PARAMETER(src2);
64     TEST_DECLARE_OUTPUT_PARAMETER(dst);
65 
66     virtual void SetUp()
67     {
68         const std::pair<MatDepth, MatDepth> depths = GET_PARAM(0);
69         sdepth = depths.first, ddepth = depths.second;
70         channels = GET_PARAM(1);
71         useRoi = GET_PARAM(2);
72     }
73 
74     void random_roi()
75     {
76         const int stype = CV_MAKE_TYPE(sdepth, channels),
77                 dtype = CV_MAKE_TYPE(ddepth, channels);
78 
79         Size roiSize = randomSize(1, 10);
80         Border srcBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
81         randomSubMat(src, src_roi, roiSize, srcBorder, stype, -MAX_VALUE, MAX_VALUE);
82 
83         Border maskBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
84         randomSubMat(mask, mask_roi, roiSize, maskBorder, CV_8UC1, -MAX_VALUE, MAX_VALUE);
85         threshold(mask, mask, 80, 255, THRESH_BINARY);
86 
87         Border src2Border = randomBorder(0, useRoi ? MAX_VALUE : 0);
88         randomSubMat(src2, src2_roi, roiSize, src2Border, stype, -MAX_VALUE, MAX_VALUE);
89 
90         Border dstBorder = randomBorder(0, useRoi ? MAX_VALUE : 0);
91         randomSubMat(dst, dst_roi, roiSize, dstBorder, dtype, -MAX_VALUE, MAX_VALUE);
92 
93         UMAT_UPLOAD_INPUT_PARAMETER(src);
94         UMAT_UPLOAD_INPUT_PARAMETER(mask);
95         UMAT_UPLOAD_INPUT_PARAMETER(src2);
96         UMAT_UPLOAD_OUTPUT_PARAMETER(dst);
97 
98         alpha = randomDouble(-5, 5);
99     }
100 };
101 
102 /////////////////////////////////// Accumulate ///////////////////////////////////
103 
104 typedef AccumulateBase Accumulate;
105 
OCL_TEST_P(Accumulate,Mat)106 OCL_TEST_P(Accumulate, Mat)
107 {
108     for (int i = 0; i < test_loop_times; ++i)
109     {
110         random_roi();
111 
112         OCL_OFF(cv::accumulate(src_roi, dst_roi));
113         OCL_ON(cv::accumulate(usrc_roi, udst_roi));
114 
115         OCL_EXPECT_MATS_NEAR(dst, 1e-6);
116     }
117 }
118 
OCL_TEST_P(Accumulate,Mask)119 OCL_TEST_P(Accumulate, Mask)
120 {
121     for (int i = 0; i < test_loop_times; ++i)
122     {
123         random_roi();
124 
125         OCL_OFF(cv::accumulate(src_roi, dst_roi, mask_roi));
126         OCL_ON(cv::accumulate(usrc_roi, udst_roi, umask_roi));
127 
128         OCL_EXPECT_MATS_NEAR(dst, 1e-6);
129     }
130 }
131 
132 /////////////////////////////////// AccumulateSquare ///////////////////////////////////
133 
134 typedef AccumulateBase AccumulateSquare;
135 
OCL_TEST_P(AccumulateSquare,Mat)136 OCL_TEST_P(AccumulateSquare, Mat)
137 {
138     for (int i = 0; i < test_loop_times; ++i)
139     {
140         random_roi();
141 
142         OCL_OFF(cv::accumulateSquare(src_roi, dst_roi));
143         OCL_ON(cv::accumulateSquare(usrc_roi, udst_roi));
144 
145         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
146     }
147 }
148 
OCL_TEST_P(AccumulateSquare,Mask)149 OCL_TEST_P(AccumulateSquare, Mask)
150 {
151     for (int i = 0; i < test_loop_times; ++i)
152     {
153         random_roi();
154 
155         OCL_OFF(cv::accumulateSquare(src_roi, dst_roi, mask_roi));
156         OCL_ON(cv::accumulateSquare(usrc_roi, udst_roi, umask_roi));
157 
158         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
159     }
160 }
161 
162 /////////////////////////////////// AccumulateProduct ///////////////////////////////////
163 
164 typedef AccumulateBase AccumulateProduct;
165 
OCL_TEST_P(AccumulateProduct,Mat)166 OCL_TEST_P(AccumulateProduct, Mat)
167 {
168     for (int i = 0; i < test_loop_times; ++i)
169     {
170         random_roi();
171 
172         OCL_OFF(cv::accumulateProduct(src_roi, src2_roi, dst_roi));
173         OCL_ON(cv::accumulateProduct(usrc_roi, usrc2_roi, udst_roi));
174 
175         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
176     }
177 }
178 
OCL_TEST_P(AccumulateProduct,Mask)179 OCL_TEST_P(AccumulateProduct, Mask)
180 {
181     for (int i = 0; i < test_loop_times; ++i)
182     {
183         random_roi();
184 
185         OCL_OFF(cv::accumulateProduct(src_roi, src2_roi, dst_roi, mask_roi));
186         OCL_ON(cv::accumulateProduct(usrc_roi, usrc2_roi, udst_roi, umask_roi));
187 
188         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
189     }
190 }
191 
192 /////////////////////////////////// AccumulateWeighted ///////////////////////////////////
193 
194 typedef AccumulateBase AccumulateWeighted;
195 
OCL_TEST_P(AccumulateWeighted,Mat)196 OCL_TEST_P(AccumulateWeighted, Mat)
197 {
198     for (int i = 0; i < test_loop_times; ++i)
199     {
200         random_roi();
201 
202         OCL_OFF(cv::accumulateWeighted(src_roi, dst_roi, alpha));
203         OCL_ON(cv::accumulateWeighted(usrc_roi, udst_roi, alpha));
204 
205         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
206     }
207 }
208 
OCL_TEST_P(AccumulateWeighted,Mask)209 OCL_TEST_P(AccumulateWeighted, Mask)
210 {
211     for (int i = 0; i < test_loop_times; ++i)
212     {
213         random_roi();
214 
215         OCL_OFF(cv::accumulateWeighted(src_roi, dst_roi, alpha));
216         OCL_ON(cv::accumulateWeighted(usrc_roi, udst_roi, alpha));
217 
218         OCL_EXPECT_MATS_NEAR(dst, 1e-2);
219     }
220 }
221 
222 /////////////////////////////////// Instantiation ///////////////////////////////////
223 
224 #define OCL_DEPTH_ALL_COMBINATIONS \
225     testing::Values(std::make_pair<MatDepth, MatDepth>(CV_8U, CV_32F), \
226     std::make_pair<MatDepth, MatDepth>(CV_16U, CV_32F), \
227     std::make_pair<MatDepth, MatDepth>(CV_32F, CV_32F), \
228     std::make_pair<MatDepth, MatDepth>(CV_8U, CV_64F), \
229     std::make_pair<MatDepth, MatDepth>(CV_16U, CV_64F), \
230     std::make_pair<MatDepth, MatDepth>(CV_32F, CV_64F), \
231     std::make_pair<MatDepth, MatDepth>(CV_64F, CV_64F))
232 
233 OCL_INSTANTIATE_TEST_CASE_P(ImgProc, Accumulate, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
234 OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateSquare, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
235 OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateProduct, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
236 OCL_INSTANTIATE_TEST_CASE_P(ImgProc, AccumulateWeighted, Combine(OCL_DEPTH_ALL_COMBINATIONS, OCL_ALL_CHANNELS, Bool()));
237 
238 } } // namespace cvtest::ocl
239 
240 #endif
241