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About: Obtaining the Eigenface Basis

Module by: Jon Krueger, Marshall Robinson, Doug Kochelek, Matthew Escarra

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Name: Obtaining the Eigenface Basis
ID: m12531
Language: English (en)
Summary: This page explains how to set up our face recognition system for detection. It is centered around the creation of the "eigenface" basis for "face space." It also discusses simplifying the eigenface basis to a level that is both managable and accurate.
Subject: Science and Technology
Keywords: basis, eigenfaces, face recognition, face space, linear algebra, principal component analysis, reconstruction
Document Type: -//CNX//DTD CNXML 0.5 plus MathML//EN
License: Creative Commons Attribution License (CC-BY 1.0)
Authors: Jon Krueger (jkrue@rice.edu), Marshall Robinson (mbr@rice.edu), Doug Kochelek (kochelek@rice.edu), Matthew Escarra (matte@alumni.rice.edu)
Copyright Holders: Jon Krueger (jkrue@rice.edu), Marshall Robinson (mbr@rice.edu), Doug Kochelek (kochelek@rice.edu), Matthew Escarra (matte@alumni.rice.edu)
Maintainers: Jon Krueger (jkrue@rice.edu), Marshall Robinson (mbr@rice.edu), Doug Kochelek (kochelek@rice.edu), Matthew Escarra (matte@alumni.rice.edu)
Version: 1.3 (history)
Created: Dec 15, 2004 3:21 pm US/Central
Revised: Dec 17, 2004 11:04 pm US/Central

Version History

Version: 1.3 Dec 17, 2004 11:04 pm US/Central by Matthew Escarra
Changes: 
repub
Version: 1.2 Dec 17, 2004 10:49 pm US/Central by Matthew Escarra
Changes: 
added intro with flow pic
Version: 1.1 Dec 17, 2004 10:18 pm US/Central by Matthew Escarra
Changes: 
first pub

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American Chemical Society (ACS) Style Guide:

Krueger, J.; Robinson, M.; Kochelek, D.; Escarra, M. Obtaining the Eigenface Basis, Connexions Web site. http://cnx.org/content/m12531/1.3/, Dec 17, 2004.

American Medical Assocation (AMA) Manual of Style:

Krueger J, Robinson M, Kochelek D, Escarra M. Obtaining the Eigenface Basis [Connexions Web site]. December 17, 2004. Available at: http://cnx.org/content/m12531/1.3/.

American Psychological Assocation (APA) Publication Manual:

Krueger, J., Robinson, M., Kochelek, D., & Escarra, M. (2004, December 17). Obtaining the Eigenface Basis. Retrieved from the Connexions Web site: http://cnx.org/content/m12531/1.3/

Chicago Manual of Style (Bibliography):

Krueger, Jon, Marshall Robinson, Doug Kochelek, and Matthew Escarra. "Obtaining the Eigenface Basis." Connexions. December 17, 2004. http://cnx.org/content/m12531/1.3/.

Chicago Manual of Style (Note):

Jon Krueger and others, "Obtaining the Eigenface Basis," Connexions, December 17, 2004, http://cnx.org/content/m12531/1.3/.

Chicago Manual of Style (Reference, in Author-Date style):

Krueger, J., Robinson, M., Kochelek, D., & Escarra, M. 2004. Obtaining the Eigenface Basis. Connexions, December 17, 2004. http://cnx.org/content/m12531/1.3/.

Modern Languages Association (MLA) Style Manual:

Krueger, Jon, Marshall Robinson, Doug Kochelek, and Matthew Escarra. Obtaining the Eigenface Basis. Connexions. 17 Dec. 2004 <http://cnx.org/content/m12531/1.3/>.