Image analysis – Image enhancement or restoration
Reexamination Certificate
2007-05-29
2011-10-04
Koziol, Stephen (Department: 2624)
Image analysis
Image enhancement or restoration
C382S190000
Reexamination Certificate
active
08031961
ABSTRACT:
Systems and methods of face and skin sensitive image enhancement are disclosed. In one aspect, a face map that includes for each pixel of an input image a respective face probability value indicating a degree to which the pixel corresponds to a human face is calculated. A skin map that includes for each pixel of the input image a respective skin probability value indicating a degree to which the pixel corresponds to human skin is ascertained. The input image is enhanced with an enhancement level that varies pixel-by-pixel in accordance with the respective face probability values and the respective skin probability values. In another aspect, a facial content measurement value indicating a degree to which an input image contains human face content is ascertained. A tone-correction process is tuned in accordance with the facial content measurement value. The input image is enhanced in accordance with the tuned tone-correction process.
REFERENCES:
patent: 5710833 (1998-01-01), Moghaddam et al.
patent: 6249315 (2001-06-01), Holm
patent: 6665448 (2003-12-01), Maurer
patent: 6813041 (2004-11-01), Moroney et al.
patent: 6845181 (2005-01-01), Dupin et al.
patent: 7092573 (2006-08-01), Luo et al.
patent: 7099510 (2006-08-01), Jones et al.
patent: 7187788 (2007-03-01), Simon et al.
patent: 7412105 (2008-08-01), Wilensky
patent: 7466868 (2008-12-01), Wilensky
patent: 7609908 (2009-10-01), Luo et al.
patent: 2002/0150291 (2002-10-01), Naf
patent: 2002/0172419 (2002-11-01), Lin et al.
patent: 2003/0108245 (2003-06-01), Gallagher et al.
patent: 2003/0108250 (2003-06-01), Luo
patent: 2004/0071352 (2004-04-01), Mizoguchi
patent: 2005/0117783 (2005-06-01), Sung et al.
patent: 2005/0244074 (2005-11-01), Shaked et al.
patent: 2006065688 (2006-03-01), None
International Search Report received iin counterpart PCT Application No. PCT/US2008/006474.
Michael Jones et al., “Fast Multi-view Face Detection,” Mitsubishi Electric Research Laboratories, TR2003-96, pp. 1-10, Jul. 2003.
Colour-Science, http://www.colour-science.com/Index—introduction.htm, downloaded Mar. 27, 2007.
Tommer Leyvand, Tommer Leyvand Homepage, http://www.cs.tau.ac.il/˜tommer/, 3 pages, downloaded Mar. 27, 2007.
Tommer Leyvand, “Digital Face Beautification,”http://www.cs.tau.ac.il/˜tommer/beautification/, 3 pages, downloaded Mar. 27, 2007.
Óscar Martinez Bailac, “Semantic Retrieval of Memory Color Content,” PhD Thesis, Universitat Autonoma de Barcelona, 2004.
Facial Attractiveness: Beauty and the Machine. Y. Eise nthal, G. Dror, E.Ruppin. Neural Computation, 18(1), 119-142, 2006.
Viola, P & Jones, M, “Robust Real-Time Face Detection”, International Journal of Computer Vision 57(2), 137-154, 2004.
Bergman Ruth
Fischer Mani
Greig Darryl
Harush Shlomo
Nachlieli Hila
Hewlett--Packard Development Company, L.P.
Koziol Stephen
LandOfFree
Face and skin sensitive image enhancement does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Face and skin sensitive image enhancement, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Face and skin sensitive image enhancement will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4253187