I created a mask function using the color thresholder app. I would like to run multiple images through the function instead of each image individually. For example, 'Control_1 Negative P001(30).png', 'Control_1 Positive P001(30).png', etc until Control_41 Positive and Negative .png files. I assume you would use a for loop but I am not sure where to go from there.
function [BW,maskedRGBImage] = GlassBrainMask(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 19-Feb-2021
%------------------------------------------------------
% Convert RGB image to chosen color space
I = rgb2hsv(RGB);
% Define thresholds for channel 1 based on histogram settings
channel1Min = 0.002;
channel1Max = 0.119;
% Define thresholds for channel 2 based on histogram settings
channel2Min = 0.322;
channel2Max = 1.000;
% Define thresholds for channel 3 based on histogram settings
channel3Min = 0.000;
channel3Max = 1.000;
% 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
contdir = dir('Control_*');
for i = 1:length(contdir)
RGB = % Control_* .png file
[BW Control_*, maskedControl_*Image] = GlassBrainMask(RGB)
end
To read in the respective files the
.name
property/member of the object returned by thedir()
function can be used in conjunction with theimread()
function. To store the outputs of theGlassBrainMask()
function astruct()
is used.