Method and apparatus for red-eye detection

Image analysis – Applications – Personnel identification

Reexamination Certificate

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C382S167000, C382S190000

Reexamination Certificate

active

07343028

ABSTRACT:
A method and an apparatus automatically detect red-eye regions in a photographic image. The method according to one embodiment accesses digital image data representing a color photographic image; detects red-eye candidate regions in the photographic image by processing the digital image data, the step of detecting red-eye candidate regions including calculating feature values for multiple positions of the photographic image, and identifying red-eye candidate regions based on the calculated feature values resulting from the calculating step; and performs face detection to determine whether an identified red-eye candidate region is associated with a face.

REFERENCES:
patent: 5432863 (1995-07-01), Benati et al.
patent: 5819247 (1998-10-01), Freund et al.
patent: 6252976 (2001-06-01), Schildkraut et al.
patent: 6278491 (2001-08-01), Wang et al.
patent: 6665434 (2003-12-01), Yamaguchi
patent: 6829384 (2004-12-01), Schneiderman et al.
patent: 6980691 (2005-12-01), Nesterov et al.
patent: 7039222 (2006-05-01), Simon et al.
patent: 7042505 (2006-05-01), DeLuca
patent: 7082211 (2006-07-01), Simon et al.
patent: 2003/0044177 (2003-03-01), Oberhardt et al.
patent: 2004/0170337 (2004-09-01), Simon et al.
“Robust Real-Time Object Detection” By Paul Viola, Michael Jones, Second International Workshop on Statistical and Computational Theories of Vision-Modeling, learning, Computing, and Sampling, Vancouver, Canada, Jul. 13, 2001, pp. 1-25.
“A Statistical Method for 3D Object Detection Applied to Faces and Cars” By Henry Schneiderman and Takeo Kanade, Robotics Institute Carnegie Mellon University, Jun. 13-15, 2000.
“The Boosting Approach to Machine Learing An Overview” By Robet E. Schapire, AT&T Labs—Research Shannon Laboratory, MSRI Workshop on Nonlinear Estimation and Classification, 2002, pp. 1-23.
“Experiments with a New Boosting Algorithm” By Yoav Freund and Robert E. Schapire, AT&T Research, Jan. 22, 1996, pp. 1-15.
“Logistic Regression, AdaBoost and Bregman Distances” By Michael Collins, Robert E. Schapire, Yoram Singer, Thirteenth Annual Conference on Computational Learning Theory, 2000, pp. 1-26.
Ioffe, S., “Red Eye Detection with Machine Learning,” Proceedings of 2003 IEEE Int. Conf. Image Processing, vol. 2, Sep. 14, 2003, pp. 871-874, XP010670596.
Haro, A., et al., “Detecting and Tracking Eyes By Using Physiological Properties, Dynamics, and Appearance,” Proceedings 2000 IEEE Conference on Computer Vision and Pattern Recognition, vol. 1 of 2, Jun. 13-15, 2000, pp. 163-168, XP001035597.
M. Celenk, “A Color Clustering Technique for Image Segmentation,” Computer Vision Graphics and Image Processing, Academic Press, Duluth, MN, vol. 52, No. 2, Nov. 1, 1990, pp. 145-170.
L. Davis et al., “Terrain Typing for Real Robots,” Proceedings of the Detroit, MI Intelligent Vehicles '95 Symposium, Sep. 25-26, 1995, New York, NY, IEEE, US, Sep. 25, 1995, pp. 400-405.
M. Unser et al., “A Multi-Resolution Feature Reduction Technique for Image Segmentation with Multiple Components,” Proceedings of the Conference on Computer Vision and Pattern Recognition, Ann Arbor, Jun. 5-9, 1988, Washington, IEEE Comp. Soc. Press, US, Jun. 5, 1988 pp. 568-573.
M. Ollis et al., “Vision-based perception for an automated harvester,” Intelligent Robots and Systems, 1997, Proceedings of the 1997 IEEE/RSJ International Conference on Grenoble, France, Sep. 7-11, 1997, New York, NY, IEEE, US, Sep. 7, 1997, pp. 1838-1844.

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