Conversion of grayscale to binary Image
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when a dataset containing gray scale images are converted to binary images , few images are getting complemented i.e, few images with black as background and few with white as background.
I want all images to be in a uniform way, black background and white foreground.
how to use imcomplement() for selected images in a datasset? or is there anyother way?
i have attached few sample input and their corresponding binary images from the dataset.
Thankyou in advance
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Image Analyst
2022-1-17
There is an option for that in imbinarize to make sure you always get either the brighter thing or the darker thing:
BW = imbinarize(grayImage,'adaptive','ForegroundPolarity','dark','Sensitivity',0.4);
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Image Analyst
2022-1-20
If you want the shape to better hug/follow the binary image, instead of using the convex hull, you could fill the blobs and use activecontour. See attached demo.
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