Saturday, 23 May 2015

image processing - Detect and isolate veins in the palm?


palm



I am trying to figure out a way to find out the vein pattern in the hand.. Please could someone suggest ways to do the same.? I know first i would need to find the ROI in the image and perform further processing .. Can gabor filter be used as one of the steps ?


Thanks



Answer



Ridge filtering seems like a possible processing. I have not tried to clean up the non-veins ridges; perhaps there would not be need for that step in more constrained acquisition conditions.


In Mathematica:


img = ColorConvert[Import["http://i.stack.imgur.com/5og5Z.jpg"], "Grayscale"];
r = RidgeFilter[ColorNegate@img, 3];
Binarize[ImageAdjust@r, .03] // Thinning

enter image description here



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