Thang V. Pham, Marcel Worring, Arnold W. M. Smeulders  Home/Search
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Abstract: A face detection system is presented. A new classi cation method using foreststructured Bayesian networks is used. The method is used in an aggregated classi er to discriminate face from non-face patterns. The process of generating non-face patterns is integrated with the construction of the aggregated classi er. The face detection system performs well in comparison with other well-known methods. (Update)
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.... of algorithms have been proposed that learn segmentation models by statistical analysis of example boundaries, e.g. 4] 8] 3] 11] [1], 21] The methods either tend to disregard the continuous multi feature character of the learning data, neglect the correlations therein,...
.... such as color values and color distributions, edge characteristics, and motion descriptors; and complex descriptors such as face presence [10] and camera movement [1] Due to the large amount of descriptors, it cannot be assumed that they are independent. For example, one...
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BibTeX entry: (Update)
T.V. Pham, M. Worring, and A.W.M. Smeulders. Face detection by aggregated bayesian network classiers. Technical Report 2001-04, Intelligent Sensory Information Systems Group, University of Amsterdam, February 2001. http://citeseer.ist.psu.edu/pham01face.html More
@article{ pham01face,
author = "T. V. Pham and M. Worring and A. W. M. Smeulders",
title = "Face Detection by Aggregated {Bayesian} Network Classifiers",
journal = "Lecture Notes in Computer Science",
volume = "2123",
pages = "249--262",
year = "2001",
url = "citeseer.ist.psu.edu/pham01face.html" }
Citations (may not include all citations):1543 Probabilistic Reasoning in Intelligent Systems: Networks of .. (context) - Pearl - 1988
947 Statistical Learning Theory (context) - Vapnik - 1998
396 Pattern Classi cation and Scene Analysis (context) - Duda, Hart - 1973
335 Neural network-based face detection - Rowley, Baluja et al. - 1998
277 Information Theory and Statistics - Kullback - 1959
244 Example-based learning for view-based human face detection - Sung, Poggio - 1998
219 Probabilistic visual learning for object representation - Moghaddam, Pentland - 1997
200 Training support vector machines: An application to face det.. - Osuna, Freund et al. - 1997
94 Graphs and Algorithms (context) - Gondran, Minoux - 1984
88 A real-time face tracker (context) - Yang, Waibel - 1996
84 object detection applied to faces and cars (context) - Schneiderman, Kanade et al. - 2000
45 Finding faces in cluttered scenes using random labeled graph.. - Leung, Burl et al. - 1995
44 Face detection with information-based maximum discrimination - Colmenarez, Huang - 1997
2 Scale and orientation invariance in human face detection (context) - Yow, Cipolla - 1996
1 Classi cation of normal and abnormal samples of peripheral b.. (context) - Landeweerd, Timmers et al. - 1983
1 1313-1321 (context) - Wei, Sethi et al. - 1999
1 25-35 (context) - Tarjan, branchings - 1977
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