Adjust image brightness and contrast (pixel level operation)
- Neighborhood operation: area
- Feature extraction
- Image Identification
- Detection and other applications
- Point operation: pixel transformation
- Is the gain variable
- Brightness is the pixel value, the larger the value, the brighter
- Contrast is the difference
- Commonly used related API
- Mat dst = Mat::zeros(src.size(), src.type()):
- Create a Mat object dst, the same size and type as src
- saturate_cast<uchar>(value)
- Make sure the pixel value is 0~255
- If yes, return the value, if no, return 0
- Mat.at<Vec3b>(y,x)[index]
- Get the value of the index channel of the pixel
- Mat.at<Vec3b>(y,x)[index] = value assignment
- Mat dst = Mat::zeros(src.size(), src.type()):
#include "pch.h"
#include <iostream>
#include <opencv2/opencv.hpp>
#include <string>
using namespace std;
int main(int argc, char ** argv)
{
using namespace cv;
Mat src0, src1;
src0 = imread("C:\\Users\\xujin\\Desktop\\test0.JPG");
if (!src0.data)
{
cout << "no image";
return -1;
}
namedWindow("src0_image", WINDOW_AUTOSIZE);
imshow("src0_image", src0);
src1 = imread("C:\\Users\\xujin\\Desktop\\test1.JPG");
if (!src1.data)
{
cout << "no image";
return -1;
}
namedWindow("src1_image", WINDOW_AUTOSIZE);
imshow("src1_image", src1);
//调整亮度
Mat dst = src0.clone();
namedWindow("dst_image", WINDOW_AUTOSIZE);
imshow("dst_image", dst);
//对dst对象进行像素级操作
int height = dst.rows;
int width = dst.cols;
float alpha = 1.2;
float beta = 123;
for (int row = 0; row < height; row++)
{
for (int col = 0; col < width; col++)
{
if (dst.channels() == 3)
{
float b = dst.at<Vec3b>(row, col)[0]; //如果图片不是3f的数据,则必然error,所以要先转换成3f数据
float g = dst.at<Vec3b>(row, col)[1];
float r = dst.at<Vec3b>(row, col)[2];
dst.at<Vec3b>(row, col)[0] = saturate_cast<uchar>(b*alpha + beta);
dst.at<Vec3b>(row, col)[1] = saturate_cast<uchar>(g*alpha + beta);
dst.at<Vec3b>(row, col)[2] = saturate_cast<uchar>(r*alpha + beta);
}
else if (dst.channels() == 1)
{
float piexl = dst.at<uchar>(row, col);
dst.at<Vec3f>(row, col) = saturate_cast<uchar>(piexl*alpha + beta);
}
else
{
cout << "channels error" << endl;
return -1;
}
}
}
string output = "output";
namedWindow(output, WINDOW_AUTOSIZE);
imshow(output, dst);
waitKey(0);
return 0;
}