Browse by Author: Jon Krueger

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Face Recognition using Eigenfaces (col10254)

Authors: Marshall B. Robinson, Matthew Escarra, Jon Krueger, Doug Kochelek

Institution: Rice University

Keywords: detection, eigenfaces, face, face recognition, principal component analysis, recognition, reconstruction

Summary: An introduction to automated face recogniton using eigenfaces.

Subject:	Science and Technology
Language:	English
Popularity:	90.16%
Revised:	2004-12-21
Revisions:	2

Conclusions for Eigenface Detection (m12530)

Authors: Doug Kochelek, Jon Krueger, Marshall B. Robinson, Matthew Escarra

Keywords: detection, eigenface, face, recognition

Subject:	Science and Technology
Language:	English
Popularity:	73.10%
Revised:	2004-12-17
Revisions:	3

Face Detection using Eigenfaces (m12532)

Authors: Jon Krueger, Doug Kochelek, Marshall B. Robinson, Matthew Escarra

Keywords: Detection, Eigenfaces, Face, Recognition

Summary: Once the Eigenfaces are computed, one can use the vectors to detect new faces images into the system.

Subject:	Science and Technology
Language:	English
Popularity:	91.55%
Revised:	2004-12-17
Revisions:	2

Face Recognition Background (m12535)

Authors: Matthew Escarra, Marshall B. Robinson, Jon Krueger, Doug Kochelek

Keywords: background, eigenfaces, face recognition, history

Summary: History and background of face recognition and its relation to eigenfaces.

Subject:	Science and Technology
Language:	English
Popularity:	89.22%
Revised:	2004-12-17
Revisions:	3

Introduction: Face Recognition using Eigenfaces (m12534)

Authors: Marshall B. Robinson, Matthew Escarra, Jon Krueger, Doug Kochelek

Keywords: abstract, eigenface, face, recognition

Summary: The Eigenface method for face recognition is currently the fastest and most effective method known. This project implements and tests the method on several image sets in order to determine the characteristics of the eigenface method.

Subject:	Science and Technology
Language:	English
Popularity:	96.02%
Revised:	2004-12-18
Revisions:	4

Obtaining the Eigenface Basis (m12531)

Authors: Jon Krueger, Marshall B. Robinson, Doug Kochelek, Matthew Escarra

Keywords: basis, eigenfaces, face recognition, face space, linear algebra, principal component analysis, reconstruction

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
Language:	English
Popularity:	95.87%
Revised:	2004-12-17
Revisions:	3

Results of Eigenface Detection Tests (m12536)

Authors: Doug Kochelek, Matthew Escarra, Marshall B. Robinson, Jon Krueger

Keywords: detection, eigenface, face, recognition

Summary: Hit rate results for various inputs and filtered inputs using the eigenface method for face recognition.

Subject:	Science and Technology
Language:	English
Popularity:	78.04%
Revised:	2004-12-17
Revisions:	3

The Problem of Face Recognition (m12558)

Authors: Jon Krueger, Matthew Escarra, Marshall B. Robinson, Doug Kochelek

Keywords: face, problem, recognition

Summary: How does one go about recognizing face images?

Subject:	Science and Technology
Language:	English
Popularity:	85.11%
Revised:	2004-12-18
Revisions:	New

Thresholds for Eigenface Recognition (m12533)

Authors: Jon Krueger, Doug Kochelek, Marshall B. Robinson, Matthew Escarra

Keywords: Eigenfaces, Error, Threshold

Summary: This describes the basic threshold values that can be computed to determine the identity of a new test image.

Subject:	Science and Technology
Language:	English
Popularity:	80.79%
Revised:	2004-12-17
Revisions:	2

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Browse by Author: Jon Krueger