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by Zhenyun Peng, Linmi Tao, Guangyou Xu
Proc. of ICMI'2000
http://profs.sci.univr.it/~tao/Publications/FaceDetection.ps
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Abstract:
This paper presents an approach to detect facial features of multiple faces on complex background and with variable poses, illumination conditions, expressions, ages, image sizes, etc. First, the skin parts of the input image are extracted by color segmentation. Then, the candidate face regions are estimated by grouping the skin parts. Within each candidate face region, an attempt is made to find the eye pair using both Hough Transform and the Principal Component Analysis (PCA) method. If the predicted eye pair is, under the measurement of correlation, close enough to its projection on the eigen eyes space, the corresponding region is confirmed to be a face region. Finally, other facial features, including mouth corners, nose tips and nose holes are detected based on the integral projection algorithm and the average anthropologic measurements of the valid faces.
Citations
|
511
|
Face Recognition Using Eigenfaces
– Turk, Pentland
- 1991
|
|
429
|
Feature extraction from faces using deformable templates
– Yuille, Hallinan, et al.
- 1992
|
|
421
|
Face recognition: features versus templates
– Brunelli, Poggio
- 1993
|
|
55
|
Towards a system for automatic facial feature detection
– Chow, Li
- 1993
|
|
37
|
Robust detection of facial features by generalized symmetry
– Reisfeld, Yeshurun
- 1992
|
|
32
|
Human facial feature extraction for face interpretation and recognition
– Huang, Chen
- 1992
|
|
29
|
Hyperbf networks for gender classification
– Brunelli, Poggio
- 1992
|
|
24
|
On improving eye feature extraction using deformable templates
– Xie, Sudhakar, et al.
- 1994
|
|
15
|
der Malsburg: "A feature based approach to face recognition
– Manjunath, Chellappa, et al.
- 1992
|
|
11
|
Eye spacing measurement for facial recognition
– Nixon
- 1985
|
|
11
|
Color Theory and Modeling for Computer Graphics, Visualization, and Multimedia Applications
– Levkowitz
- 1997
|
|
10
|
Controlling a computer via facial aspect
– Ballard, Stockman
- 1995
|
|
1
|
Low-dimensional procedure for the chracterization of human faces
– Sirovich, Kirby
- 1987
|
|
1
|
and G.Y.Xu, "Locating facial features using thresheld images
– Peng
- 1996
|
