Title:
FACE RECOGNITION FROM A TEMPORAL SEQUENCE OF FACE IMAGES
Document Type and Number:
WIPO Patent Application WO2003030084
Kind Code:
A3
Abstract:
A system and method for classifying facial images from a temporal sequence of images, comprises the steps of: training a classifier device for recognizing facial images, the classifier device being trained with input data associated with a full facial image; obtaining a plurality of probe images of the temporal sequence of images; aligning each of the probe images with respect to each other; combining the images to form a higher resolution image; and, classifying said higher resolution image according to a classification method performed by the trained classifier device.
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Inventors:
PHILOMIN VASANTH
TRAJKOVIC MIROSLAV
GUTTA SRINIVAS V R
TRAJKOVIC MIROSLAV
GUTTA SRINIVAS V R
Application Number:
PCT/IB2002/003690
Publication Date:
August 25, 2005
Filing Date:
September 10, 2002
Export Citation:
Assignee:
KONINKL PHILIPS ELECTRONICS NV (NL)
International Classes:
G06K9/00; G06T1/00; G06T7/00; G06T7/20; (IPC1-7): G06K9/00
Other References:
BAKER S ET AL: "Super-resolution optical flow", TECHNICAL REPORT, ROBOTICS INSTITUTE, CARNEGIE MELLON UNIVERSITY, CMU-RI-TR-99-36, October 1999 (1999-10-01) - October 1999 (1999-10-01), pages 1 - 13, XP002223179
LIN S-H ET AL: "FACE RECOGNITION/DETECTION BY PROBABILISTIC DECISION-BASED NEURAL NETWORK", IEEE TRANSACTIONS ON NEURAL NETWORKS, IEEE INC, NEW YORK, US, vol. 8, no. 1, 1997, pages 114 - 132, XP000640676, ISSN: 1045-9227
BAKER S ET AL: "HALLUCINATING FACES", PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, XX, XX, March 2000 (2000-03-01), pages 83 - 88, XP001028178
QIAN CHEN ET AL: "Head pose estimation using both color and feature information", PATTERN RECOGNITION, 2000. PROCEEDINGS. 15TH INTERNATIONAL CONFERENCE ON SEPTEMBER 3-7, 2000, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 3 September 2000 (2000-09-03), pages 842 - 845, XP010533945, ISBN: 0-7695-0750-6
TOLBA A S ET AL: "Combined classifiers for invariant face recognition", INFORMATION INTELLIGENCE AND SYSTEMS, 1999. PROCEEDINGS. 1999 INTERNATIONAL CONFERENCE ON BETHESDA, MD, USA 31 OCT.-3 NOV. 1999, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 31 October 1999 (1999-10-31), pages 350 - 359, XP010362277, ISBN: 0-7695-0446-9
KOH L H ET AL: "An integrated face detection and recognition system", IMAGE ANALYSIS AND PROCESSING, 1999. PROCEEDINGS. INTERNATIONAL CONFERENCE ON VENICE, ITALY 27-29 SEPT. 1999, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 27 September 1999 (1999-09-27), pages 532 - 537, XP010354302, ISBN: 0-7695-0040-4
LIN S-H ET AL: "FACE RECOGNITION/DETECTION BY PROBABILISTIC DECISION-BASED NEURAL NETWORK", IEEE TRANSACTIONS ON NEURAL NETWORKS, IEEE INC, NEW YORK, US, vol. 8, no. 1, 1997, pages 114 - 132, XP000640676, ISSN: 1045-9227
BAKER S ET AL: "HALLUCINATING FACES", PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, XX, XX, March 2000 (2000-03-01), pages 83 - 88, XP001028178
QIAN CHEN ET AL: "Head pose estimation using both color and feature information", PATTERN RECOGNITION, 2000. PROCEEDINGS. 15TH INTERNATIONAL CONFERENCE ON SEPTEMBER 3-7, 2000, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 3 September 2000 (2000-09-03), pages 842 - 845, XP010533945, ISBN: 0-7695-0750-6
TOLBA A S ET AL: "Combined classifiers for invariant face recognition", INFORMATION INTELLIGENCE AND SYSTEMS, 1999. PROCEEDINGS. 1999 INTERNATIONAL CONFERENCE ON BETHESDA, MD, USA 31 OCT.-3 NOV. 1999, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 31 October 1999 (1999-10-31), pages 350 - 359, XP010362277, ISBN: 0-7695-0446-9
KOH L H ET AL: "An integrated face detection and recognition system", IMAGE ANALYSIS AND PROCESSING, 1999. PROCEEDINGS. INTERNATIONAL CONFERENCE ON VENICE, ITALY 27-29 SEPT. 1999, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 27 September 1999 (1999-09-27), pages 532 - 537, XP010354302, ISBN: 0-7695-0040-4
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