OpenCV Implementation of Image Similarity Metrics

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dushyantgoyal edited this page Jun 1, 2012 · 22 revisions

Week 1: 21.05.2012 - 25.05.2012

A. Understanding and OpenCV Implementation of Image Similarity Metrics

MSE
PSNR
Image Quality Index
SSIM

B. Using Makefile to build the binary

C. Generating Test Images

25.05.2012

Writing the script files to generate test images in Matlab.
Testing the output of the implementations in OpenCV with that of Matlab implementations.

Week 2: 28.05.2012 - 01.06.2012

A. Implementation of Algorithm Classes of the Similarity Metrics

B. SSIM and Image Quality Index Map created and written.

C. Generation of metrics for different color spaces added -

GRAYSCALE
RGB
YCbCr

D. Tested these implementations on a set of colored and gray images.