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Detecting the image if it is clored or black and white!?

asked 2015-10-28 06:27:25 -0500

thexnightmare gravatar image

updated 2015-10-28 10:10:27 -0500

Dear, I am trying to make a simple program detect the image if it is colored or black and white, any idea of how to achieve thgat? Thanks

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you may find this answer useful

Balaji R gravatar imageBalaji R ( 2015-10-28 08:50:27 -0500 )edit

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answered 2015-10-28 09:09:50 -0500

updated 2015-10-28 10:07:52 -0500

here is the implemention of second step of @theodore 's answer

#include "opencv2/imgproc.hpp"
#include "opencv2/highgui.hpp"
#include "iostream"

using namespace cv;

bool isGrayImage( Mat img ) // returns true if the given 3 channel image is B = G = R
{
    Mat dst;
    Mat bgr[3];
    split( img, bgr );
    absdiff( bgr[0], bgr[1], dst );

    if(countNonZero( dst ))
        return false;

    absdiff( bgr[0], bgr[2], dst );
    return !countNonZero( dst );
}

int main(int argc, char** argv)
{
    static const char* str[] = {" is a COLOR image"," is a GRAY image"};
    char* filename = argc >= 2 ? argv[1] : (char*)"fruits.jpg";
    Mat src = imread(filename);

    if(src.data)
    {
        std::cout << filename << str[isGrayImage( src )] << std::endl;
        imshow(filename, src );
        waitKey();
    }
    return 0;
}
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answered 2015-10-28 07:33:59 -0500

theodore gravatar image

A first approach would be to check the numbers of channels of the loaded image. However, that would not work in case of where a grayscale/binary image is transformed to a 3-channel image. However, here you could apply another check, since in a grayscale/binary image the pixel values are gonna have the same value in all channels i.e. R=G=B. But still that might not be enough, therefore lastly you could just loop over the histogram of channel/channels of the image and take the average of pixel color weighed by the pixel count. I think combining all these three checks would give you what you want.

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The number of channels and the negative value for the flag in imread should be enough...

thdrksdfthmn gravatar imagethdrksdfthmn ( 2015-10-28 07:41:32 -0500 )edit

can you give me a code on that please?

thexnightmare gravatar imagethexnightmare ( 2015-10-28 16:54:31 -0500 )edit
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Asked: 2015-10-28 06:27:25 -0500

Seen: 3,597 times

Last updated: Oct 28 '15