'How to split an image into M x N tiles
How can I split a Mat object/image into M x N equal pieces and store the pieces from left to right and from top down, into a Mat vector using OpenCV and C++?
Many thanks
Solution 1:[1]
Here an example:
You take rectangles one by one in a loop and use crop to capture the selected part from the full picture.
Notice the full picture may not be divided perfectly, so one part in each row /column may be slightly bigger than the rest.
#include <opencv2/opencv.hpp>
#include <highgui.h>
#include <iostream>
#include <string>
#include <vector>
//usage: app pic.ext M N
int main(int argc, char* argv[])
{
int M=0,N=0;
M = std::stoi(argv[2]);
N = std::stoi(argv[3]);
cv::Mat img = cv::imread(argv[1]);
if (img.empty())
{
std::cout << "failed to open the image" << std::endl;
return -1;
}
std::vector<std::vector<cv::Mat>> result;
/* Regular size */
int crop_width = img.size().width / M;
int crop_height = img.size().height / N;
/* column / row first part size when part size is not evenly divided*/
int crop_width1 = img.size().width - (M-1)*crop_width;
int crop_height1 = img.size().height - (N-1)*crop_height;
int offset_x = 0;
int offset_y = 0;
for(int i = 0; i < M; i++) //rows
{
std::vector<cv::Mat> tmp;
offset_x = 0;
for(int j=0; j< N; j++) //columns
{
cv::Rect roi;
roi.x = offset_x;
roi.y = offset_y
roi.width = (j>0) ? crop_width : crop_width1;
roi.height = (i>0) ? crop_height : crop_height1;
offset_x += roi.width;
/* Crop the original image to the defined ROI */
cv::Mat crop = img(roi);
/* You can save part to a file: */
//cv::imwrite(std::to_string(i) + "x" + std::to_string(j)+".png", crop);
tmp.push_back(crop);
}
result.push_back(tmp);
offset_y += (i>0) crop_height : crop_height1;
}
return 0;
}
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 |
