FisherFaces for Face Matching 1.0 Download

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FisherFaces for Face Matching
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  • Name:FisherFaces for Face Matching
  • License:Freeware
  • Developer:Luigi Rosa
  • Downloads:124
  • Rating:2 / 5
  • OS:Windows All
  • Size:300 KB
  • D.M.C.A. 
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FisherFaces for Face Matching 1.0

FisherFaces for Face Matching 1.0 Description:

FisherFaces for Face Matching allows you to create and modify faces in 3D linear subspace.

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. Our projection method is based on Fisher's Linear Discriminant and produces well separated classes in a low-dimensional subspace, even under severe variation in lighting and facial expressions.

The Eigenface technique, another method based on linearly projecting the image space to a low dimensional subspace, has similar computational requirements. Yet, extensive experimental results demonstrate that the proposed "Fisherface" method has error rates that are lower than those of the Eigenface technique for tests on the Harvard and Yale Fase Databases.

Index terms: appearance-based vision, face recognition, illumination invariance, Fisher's linear discriminant, face recognition, face matching, face identification, PCA, principal components analysis, fisherfaces.

FisherFaces for Face Matching 1.0 Requirements:

· Matlab Image Processing Toolbox

Related searches:

face smoother - face beauty rank - face - matching - face hacker - face theme - beat matching

FisherFaces for Face Matching security information

You cannot download any crack or serial number for FisherFaces for Face Matching on this page. Every software that you are able to download on our site is legal. There is no crack, serial number, hack or activation key for FisherFaces for Face Matching present here. Our collection also doesn't contain any keygens, because keygen programs are being used in illegal ways which we do not support. All software that you can find here is freely downloadable and legal.

FisherFaces for Face Matching installation package is prepared to be downloaded from our fast download servers. It is checked for possible viruses and is proven to be 100% clean and safe. Various leading antiviruses have been used to test FisherFaces for Face Matching, if it contains any viruses. No infections have been found and downloading FisherFaces for Face Matching is completelly problem free because of that reason. Our experts on malware detection tested FisherFaces for Face Matching with various spyware and malware detection programs, including fyxm.net custom malware and spyware detection, and absolutelly no malware or spyware was found in FisherFaces for Face Matching.

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Enjoy!

Rate FisherFaces for Face Matching 1.0!

Rating: 2.1/5 (16 votes cast)

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