opencv - 如何使用Opencv获得两个图像之间的异同

Question

我想比较两个图像并找到图像的相同和不同部分。我厌倦了“cv::compare and cv::absdiff” 方法，但感到困惑的是哪种方法可以满足我的情况。两者都显示出不同的结果。那么我怎样才能完成我想要的任务呢？

Answer 1

这是一个示例，您可以使用cv::absdiff查找图像相似性:

int main()
{
    cv::Mat input1 = cv::imread("../inputData/Similar1.png");
    cv::Mat input2 = cv::imread("../inputData/Similar2.png");

    cv::Mat diff;
    cv::absdiff(input1, input2, diff);

    cv::Mat diff1Channel;
    // WARNING: this will weight channels differently! - instead you might want some different metric here. e.g. (R+B+G)/3 or MAX(R,G,B)
    cv::cvtColor(diff, diff1Channel, CV_BGR2GRAY);

    float threshold = 30; // pixel may differ only up to "threshold" to count as being "similar"

    cv::Mat mask = diff1Channel < threshold;

    cv::imshow("similar in both images" , mask);

    // use similar regions in new image: Use black as background
    cv::Mat similarRegions(input1.size(), input1.type(), cv::Scalar::all(0));

    // copy masked area
    input1.copyTo(similarRegions, mask);


    cv::imshow("input1", input1);
    cv::imshow("input2", input2);
    cv::imshow("similar regions", similarRegions);
    cv::imwrite("../outputData/Similar_result.png", similarRegions);
    cv::waitKey(0);
    return 0;
}

使用这两个输入:





您将观察到输出(黑色背景):