Uniform Circular Lbp Face Recognition Implementation

I am trying to implement a basic face recognition system using Uniform Circular LBP (8 Points in 1 unit radius neighborhood). I am taking an image, re-sizing it to 200 x 200 pixel

Solution 1:

I don't know about python but most probably your code is broken.

My advice is, follow these 2 links, and try to port one of the C++ codes to python. First link also contains some information about LBP.

http://www.bytefish.de/blog/local_binary_patterns/

https://github.com/berak/uniform-lbp

And one other thing I can say, you said you are resizing images into 200x200. Why are you doing that? As far as I know AT&T images are smaller than that, your are just making images bigger but I don't think it is going to help you, moreover it may have a negative effect in performance.