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FisherFaces for Face Matching for Windows

By Luigi RosaFreeUser Rating
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Key Details of FisherFaces for Face Matching

  • Create and modify faces in 3D linear subspace.
  • Last updated on 8/24/2015
  • There have been 8 updates
  • Virus scan status:

    Clean (it's extremely likely that this software program is clean)

Developer's Description

By Luigi Rosa
Create and modify faces in 3D linear subspace.
FisherFaces for Face Matching 1 Matlab Source Code. We develop a face recognition algorithm which is insensitive to large variation in lighting direction and facial expression. Taking a pattern classification approach, we consider each pixel in an image as a coordinate in a high-dimensional space. We take advantage of the observation that the images of a particular face, under varying illumination but fixed pose, lie in a 3D linear subspace of the high dimensional image space if the face is a Lambertian surface without shadowing. However, since faces are not truly Lambertian surfaces and do indeed produce self-shadowing, images will deviate from this linear subspace. Rather than explicitly modeling this deviation, we linearly project the image into a subspace in a manner which discounts those regions of the face with large deviation. Matlab Image Processing Toolbox is required.

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Full Specifications

GENERAL
Release
March 13, 2006
Latest update
August 24, 2015
Version
1
OPERATING SYSTEMS
Platform
Windows
Operating System
Windows ME, Windows NT, Windows 95, Windows 3, Windows 98, Windows 10, Windows XP, Windows 2000
Additional Requirements
Windows 3.x/95/98/Me/NT/2000/XP/2003 Server, Matlab Image Processing Toolbox.
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