opencv/modules/objdetect/test/test_softcascade.cpp

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#include "test_precomp.hpp"

TEST(SCascade, readCascade)
{
    std::string xml = cvtest::TS::ptr()->get_data_path() + "cascadeandhog/icf-template.xml";
    cv::SCascade cascade;
    cv::FileStorage fs(xml, cv::FileStorage::READ);
    ASSERT_TRUE(fs.isOpened());
    ASSERT_TRUE(cascade.load(fs.getFirstTopLevelNode()));

}

TEST(SCascade, detect)
{
    typedef cv::SCascade::Detection Detection;
    std::string xml =  cvtest::TS::ptr()->get_data_path() + "cascadeandhog/sc_cvpr_2012_to_opencv.xml";
    cv::SCascade cascade;
    cv::FileStorage fs(xml, cv::FileStorage::READ);
    ASSERT_TRUE(cascade.load(fs.getFirstTopLevelNode()));

    cv::Mat colored = cv::imread(cvtest::TS::ptr()->get_data_path() + "cascadeandhog/bahnhof/image_00000000_0.png");
    ASSERT_FALSE(colored.empty());

    std::vector<Detection> objects;

    cascade.detect(colored, cv::noArray(), objects);
    ASSERT_EQ((int)objects.size(), 3498);
}

TEST(SCascade, detectSeparate)
{
    typedef cv::SCascade::Detection Detection;
    std::string xml =  cvtest::TS::ptr()->get_data_path() + "cascadeandhog/sc_cvpr_2012_to_opencv.xml";
    cv::SCascade cascade;
    cv::FileStorage fs(xml, cv::FileStorage::READ);
    ASSERT_TRUE(cascade.load(fs.getFirstTopLevelNode()));

    cv::Mat colored = cv::imread(cvtest::TS::ptr()->get_data_path() + "cascadeandhog/bahnhof/image_00000000_0.png");
    ASSERT_FALSE(colored.empty());

    cv::Mat rects, confs;

    cascade.detect(colored, cv::noArray(), rects, confs);
    ASSERT_EQ(confs.cols, 3498);
}

TEST(SCascade, detectRoi)
{
    typedef cv::SCascade::Detection Detection;
    std::string xml =  cvtest::TS::ptr()->get_data_path() + "cascadeandhog/sc_cvpr_2012_to_opencv.xml";
    cv::SCascade cascade;
    cv::FileStorage fs(xml, cv::FileStorage::READ);
    ASSERT_TRUE(cascade.load(fs.getFirstTopLevelNode()));

    cv::Mat colored = cv::imread(cvtest::TS::ptr()->get_data_path() + "cascadeandhog/bahnhof/image_00000000_0.png");
    ASSERT_FALSE(colored.empty());

    std::vector<Detection> objects;
    std::vector<cv::Rect> rois;
    rois.push_back(cv::Rect(0, 0, 640, 480));

    cascade.detect(colored, rois, objects);
    ASSERT_EQ((int)objects.size(), 3498);
}

TEST(SCascade, detectNoRoi)
{
    typedef cv::SCascade::Detection Detection;
    std::string xml =  cvtest::TS::ptr()->get_data_path() + "cascadeandhog/sc_cvpr_2012_to_opencv.xml";
    cv::SCascade cascade;
    cv::FileStorage fs(xml, cv::FileStorage::READ);
    ASSERT_TRUE(cascade.load(fs.getFirstTopLevelNode()));

    cv::Mat colored = cv::imread(cvtest::TS::ptr()->get_data_path() + "cascadeandhog/bahnhof/image_00000000_0.png");
    ASSERT_FALSE(colored.empty());

    std::vector<Detection> objects;
    std::vector<cv::Rect> rois;

    cascade.detect(colored, rois, objects);

    ASSERT_EQ((int)objects.size(), 0);
}