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OpenCV - Read a gray scale or monochrome image with alpha channel

UPDATE 2018-10-13

This issue has been fixed in OpenCV 3.4

import cv2
import numpy as np
image = cv2.imread('1.png', cv2.IMREAD_UNCHANGED)

image.shape
>> (480, 960, 4)

np.sum(img[:,:,:3])
>> 0

np.mean(img[:,:,3])
>> 37.929637586805555

A similar question has been asked but unanswered here.

How can I read a gray scale image in OpenCV with alpha channel? For example, if I try to read the following image, all I get is 2d array of all zeros.

enter image description here

image = cv2.imread('1.png', cv2.IMREAD_UNCHANGED)
image.shape

(480, 960)
like image 833
kampta Avatar asked Oct 29 '22 20:10

kampta


1 Answers

In OpenCV version 3.4.2 this bug solved (may be in earlier versions too but not fixed in 3.1.0)

How to check:

#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <iostream>

using namespace std;

int main( int argc, char** argv )
{
    const char* imagePath = "grayscale_with_alpha.png";

    cout << "OpenCV version : " << CV_VERSION << endl;

    cv::Mat image;
    image = cv::imread(imagePath, cv::IMREAD_UNCHANGED);   // Read the file

    if(!image.data )                              // Check for invalid input
    {
        cout <<  "Could not open or find the image" << std::endl ;
        return -1;
    }

    vector<int> params;
    try 
    {
        cv::imwrite("grayscale_with_alpha_out.png", image, params);
    }
    catch (runtime_error& ex) {
        fprintf(stderr, "Exception converting image to PNG format: %s\n", ex.what());
        return 1;
    }


    return 0;
}

Build and run:

> g++ -lopencv_core -lopencv_highgui -lopencv_imgcodecs -o main main.cpp
> ./main
> OpenCV version : 3.4.2

Image "grayscale_with_alpha_out.png" must be same as input image.

like image 184
Jarikus Avatar answered Nov 15 '22 07:11

Jarikus