rekha_baliyaan asked . 2021-12-31

How to apply a Color Thresholder function in Image Batch Processor

How to apply a Color Thresholder function in Image Batch Processor to get masked RGB Images instead of binary ones?

function [BW,maskedRGBImage] = createMask(RGB)
%createMask  Threshold RGB image using auto-generated code from colorThresholder app.
%  [BW,MASKEDRGBIMAGE] = createMask(RGB) thresholds image RGB using
%  auto-generated code from the colorThresholder app. The colorspace and
%  range for each channel of the colorspace were set within the app. The
%  segmentation mask is returned in BW, and a composite of the mask and
%  original RGB images is returned in maskedRGBImage.
% Auto-generated by colorThresholder app on 07-Oct-2021
%------------------------------------------------------
% Convert RGB image to chosen color space
I = RGB;
% Define thresholds for channel 1 based on histogram settings
channel1Min = 23.000;
channel1Max = 80.000;
% Define thresholds for channel 2 based on histogram settings
channel2Min = 33.000;
channel2Max = 84.000;
% Define thresholds for channel 3 based on histogram settings
channel3Min = 0.000;
channel3Max = 34.000;
% Create mask based on chosen histogram thresholds
sliderBW = (I(:,:,1) >= channel1Min ) & (I(:,:,1) <= channel1Max) & ...
    (I(:,:,2) >= channel2Min ) & (I(:,:,2) <= channel2Max) & ...
    (I(:,:,3) >= channel3Min ) & (I(:,:,3) <= channel3Max);
BW = sliderBW;
% Initialize output masked image based on input image.
maskedRGBImage = RGB;
% Set background pixels where BW is false to zero.
maskedRGBImage(repmat(~BW,[1 1 3])) = 0;
end

However, when I apply this function for a batch of images in Image batch processor, I'm only getting the binary masks (the selected objects are white and a black background) as outputs.

Can you tell me how to get the objects in my image batch as RGB with black background?

maskedrgbimage , color thresholder , image batch processor

Expert Answer

John Williams answered . 2024-12-21 01:59:41

You need to call it in a loop over all your images, like

folder = pwd; % Whatever.
filePattern = fullfile(folder, '*.png');
fileList = dir(filePattern);
for k = 1 : numImages
    % Read in original image
    thisFileName = fullfile(fileList(k).folder, fileList(k).name);
    fprintf('Reading "%s".\n', thisFileName);
    rgbImage = imread(thisFileName);
    % Do color segmentation.
    [mask, maskedRGBImage] = createMask(rgbImage);
    % Now display the three images
    subplot(2, 2, 1);
    imshow(rgbImage)
    subplot(2, 2, 2);
    imshow(mask);
    subplot(2, 2, 3);
    imshow(maskedRGBImage);
    drawnow;
end

Or if you're using the batch processing app, maybe it's using only the first output. Try reversing the outputs:

function [maskedRGBImage, BW] = createMask(RGB)

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