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Orthonormal-Face-Recognition

version 1.0.0 (55.9 MB) by muhammet balcilar
L2 Orthonormal Face Recognition Performance under L2 Regularization Term

3 Downloads

Updated 14 Jul 2018

GitHub view license on GitHub

In research [1], the minimization function has not got any regularization term. To test how the regularization terms has an effect on face recognition accuracy, here we reimplemneted mention algorithm and also proposed new regularization term which is in L2 norm.

[1] Shi, Qinfeng, et al. "Is face recognition really a compressive sensing problem?." Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. IEEE, 2011

Cite As

muhammet balcilar (2019). Orthonormal-Face-Recognition (https://www.github.com/muhammetbalcilar/Orthonormal-Face-Recognition), GitHub. Retrieved .

Comments and Ratings (2)

Hi Osama, it is probably because of dataset somehow was not read. Please check all files under data/CroppedTale folder into your current directory.

Osama Adly

Undefined function or variable 'height'.

Error in read_split_dataset (line 46)
X = zeros(height*width,per*num);% training images

Error in main (line 11)
[Train LabelTrain Test LabelTest]=read_split_dataset('data/CroppedYale/');

MATLAB Release Compatibility
Created with R2016b
Compatible with any release
Platform Compatibility
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