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SVD-Based Face Recognition

By Luigi Rosa Free

Developer's Description

Projection-based face recognition has been widely studied during the past two decades. One of the problems is to require a huge storage space to save the face features obtained from training faces. We propose an SVD-based face retrieval system which requires less memory than the PCA, 2DPCA, Fisher, and 2DFisher approaches. The algorithm tested on the famous ORL (AT&T) face database, consisted of 400 112 x 92 gray level face images equally contributed by 40 subjects, achieves 97.5% recognition rate of retrievals.

Full Specifications

What's new in version 1.0

General

Release November 19, 2012
Date Added November 19, 2012
Version 1.0

Operating Systems

Operating Systems Windows 2003, Windows Vista, Windows 98, Windows Me, Windows, Windows NT, Windows 2000, Windows 8, Windows Server 2008, Windows 7, Windows XP
Additional Requirements Matlab

Popularity

Total Downloads 119
Downloads Last Week 0
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