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Abstract: In this paper we describe experiments using eigenfaces for recognition and interactive search in the FERET face database. A recognition accuracy of 99.35% is obtained using frontal views of 155 individuals. This figure is consistent with the 95% recognition rate obtained previously on a much larger database of 7,562 "mugshots" of approximately 3,000 individuals, consisting of a mix of all age and ethnic groups. We also demonstrate that we can automatically determine head pose without... (Update)
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BibTeX entry: (Update)
B. Moghaddam and A. Pentland. Face recognition using view-based and modular eigenspaces. In Automatic Systems for the Identification and Inspection of Humans, SPIE, volume 2257, 1994. http://citeseer.ist.psu.edu/moghaddam94face.html More
@inproceedings{ moghaddam94face,
author = "Moghaddam, B. and Pentland, A.",
title = "Face Recognition using View-based and Modular Eigenspaces",
booktitle = "Automatic Systems for the Identification and Inspection of Humans, {SPIE'94}",
volume = "2257",
year = "1994",
url = "citeseer.ist.psu.edu/moghaddam94face.html" }
Citations (may not include all citations):495 Eigenfaces for Recognition (context) - Turk, Pentland
338 View-based and modular eigenspaces for face recognition - Pentland, Moghaddam et al. - 1994
243 Photobook: Tools for Content-Based Manipulation of Image Dat.. (context) - Pentland, Picard et al. - 1994
230 Application of the Karhunen-Loeve procedure for the characte.. (context) - Kirby, Sirovich - 1990
104 Space-Time Gestures (context) - Darrell, Pentland - 1993
38 Picture processing by computer complex and recognition of hu.. (context) - Kanade - 1973
32 Detection of Interest Points Using Symmetry (context) - Reisfeld, Wolfson et al. - 1990
19 Face Recognition: Features vs. Templates (context) - Brunelli, Poggio - 1993
19 Learning and Recognition of 3D Objects from Appearance (context) - Murase, Nayar - 1993
17 Principal Component Imagery for Statistical Pattern Recognit.. (context) - Kumar, Casasent et al. - 1982
12 Face processing: models for recognition (context) - Turk, Pentland - 1989
6 Automatic Location of Visual Features by a System of Multila.. (context) - Vincent, Waite et al. - 1992
5 Topological Matching for Human Face Recognition (context) - Bichsel, Pentland - 1992
3 Facial-Feature Image Coding Using Principal Components (context) - Welsh, Shah - 1992
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