To copy one channel of an image into another Mat in OpenCV using C++, you can use the split
function to separate the channels of the source image, and then assign the desired channel to the corresponding channels of the destination Mat. Here's an example:
cv::Mat src = imread("source.png", cv::IMREAD_COLOR); // load source image
cv::Mat dst(src.rows, src.cols, src.type()); // create destination image with the same size and type as the source
std::vector<cv::Mat> channels;
cv::Mat blue, green, red;
// split the channels of the source image
cv::split(src, channels);
// assign the blue channel to the destination image
blue = channels[0];
dst = cv::Mat::zeros(src.rows, src.cols, CV_8UC1); // create a single-channel destination image
blue.copyTo(dst);
// assign the green channel to the blue and green channels of the destination image
green = channels[1];
for (int i = 0; i < dst.rows; i++) {
for (int j = 0; j < dst.cols; j++) {
dst.at<cv::Vec3b>(i, j)[0] = green.at<uchar>(i, j); // blue channel
dst.at<cv::Vec3b>(i, j)[1] = green.at<uchar>(i, j); // green channel
}
}
// assign the red channel to the red channel of the destination image
red = channels[2];
for (int i = 0; i < dst.rows; i++) {
for (int j = 0; j < dst.cols; j++) {
dst.at<cv::Vec3b>(i, j)[2] = red.at<uchar>(i, j); // red channel
}
}
In this example, we load a source image with three channels (red, green, and blue) using the imread
function. We then create a destination image with the same size and type as the source using the Mat
constructor.
Next, we split the channels of the source image using the split
function, and assign the desired channel to the corresponding channels of the destination Mat. For example, to copy the green channel to the blue and green channels of the destination image, we use a nested loop to iterate over each pixel of the destination image and assign the green channel value to the blue and green channels of the Vec3b
vector.
Finally, we assign the red channel to the red channel of the destination image using a similar approach.
Note that the Mat::zeros
function is used to create a single-channel destination image for the blue channel.