opencv：像素统计信息

Posted 2021-03-13 wbyixx

#include <opencv2/opencv.hpp>
#include <iostream>

using namespace cv;
using namespace std;

int main(int argc, char** argv)
{

    //Mat src = imread("f:/images/starry_night.jpg", IMREAD_GRAYSCALE);
    Mat src = imread("f:/images/starry_night.jpg");

    if (src.empty())
    {
        printf("Could not find the image!
");
        return -1;
    }

    namedWindow("input", WINDOW_AUTOSIZE);
    imshow("input", src);

    int w = src.cols;
    int h = src.rows;
    int ch = src.channels();

    printf("w: %d, h: %d, ch: %d
", w, h, ch);

    double min_val;
    double max_val;
    // 最大值，最小值，所在的像素点的位置
    Point minloc;
    Point maxloc;
    // 找到图片的最大最小值
    /* 只支持一个通道 */
    //minMaxLoc(src, &min_val, &max_val, &minloc, &maxloc, Mat());
    //printf("min: %.2f, max: %.2f
", min_val, max_val);

    // 像素值统计信息
    vector<int> hist(256);
    for (int i = 0; i < 256; i++) {
        hist[i] = 0;
    }
    for (int row = 0; row < h; row++) {
        for (int col = 0; col < w; col++) {
            int pv = src.at<uchar>(row, col);
            hist[pv]++; // 统计每一个像素值的出现次数
        }
    }

    // 均值、方差
    Scalar s = mean(src);
    printf("mean: (%.2f, %.2f, %.2f)
", s[0], s[1], s[2]);
    Mat mm, mstd;
    meanStdDev(src, mm, mstd);
    printf("mstd rows: %d, cols: %d
", mstd.rows, mstd.cols);
    printf("mm: rows: %d, cols: %d
", mm.rows, mm.cols);
    printf("mstd: %.2f, %.2f, %.2f
", mstd.at<double>(0,0), mstd.at<double>(1, 0), mstd.at<double>(2, 0));
    printf("mm: %.2f, %.2f, %.2f
", mm.at<double>(0, 0), mm.at<double>(1, 0), mm.at<double>(2, 0));
    
    src = Mat::zeros(Size(512, 512), CV_8UC3);
    src = Scalar(0, 0, 255); // 创建一个纯红色的图像
    imshow("red src", src);
    printf("

一个纯红色的图像
");

    meanStdDev(src, mm, mstd);
    printf("mstd rows: %d, cols: %d
", mstd.rows, mstd.cols);
    printf("mm: rows: %d, cols: %d
", mm.rows, mm.cols);
    printf("mstd: %.2f, %.2f, %.2f
", mstd.at<double>(0, 0), mstd.at<double>(1, 0), mstd.at<double>(2, 0));
    printf("mm: %.2f, %.2f, %.2f
", mm.at<double>(0, 0), mm.at<double>(1, 0), mm.at<double>(2, 0));


    waitKey(0);
    destroyAllWindows();

    return 0;
}