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GLCM matrix

asked 2013-04-03 16:03:09 -0500

shailu gravatar image

I am new in Open Cv.Currently i'm working on the project "Brain Tumor Detection and Classification ". I found in some research papers for feature extraction GLCM (Gray level co-matrix) is the best. I want to implement it for feature extraction. please suggest any resource for understanding the GLCM with source Code in C++. Thanks in advance

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Did you find any solution or help? We are in the same position right now. Plz help.

stacks gravatar imagestacks ( 2018-05-28 01:46:13 -0500 )edit

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answered 2014-08-21 05:06:21 -0500

AndrewG gravatar image

updated 2014-08-21 05:26:55 -0500

You can find a simple tutorial here: http://www.fp.ucalgary.ca/mhallbey/tutorial.htm

The implementation is so simple that there is no meaning to maintain this in OpenCV. Be aware that GLCM-related texture descriptors are vulnerable relating to image rotation, resolution and scale changes. Some alternative texture descriptors for object detection and classification on images are described here: http://arxiv.org/ftp/arxiv/papers/1310/1310.7170.pdf (Section 4).

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Asked: 2013-04-03 16:03:09 -0500

Seen: 8,428 times

Last updated: Aug 21 '14