opencv Image Content Modification Pixel by pixel modification of images


Example

In OpenCV, images can be RGB/BGR, HSV, grayscaled, black-white and so on. It is crucial to know the data type before dealing with images.

The image data types are mainly CV_8UC3 (Matrix of uchar with 3 channels) and CV_8U (Matrix of uchar with 1 channel), however, the conversion to other types such as CV_32FC3, CV_64F are also possible. (see data types)

Consider, the image is an RGB image which is read by imread function.

Mat rgb = imread('path/to/rgb/image', CV_LOAD_IMAGE_COLOR);
//to set RED pixel value of (i,j)th to X,
rgb.at<Vec3b>(i,j)[0] = X;

Similarly, if the image is grayscaled,

gray.at<uchar>(i,j) = X;

Note that, in OpenCV, Black&White images are stored as CV_8U type with the values 0 and 255. Therefore, changing BW images are same as gray images.