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dc.contributor.authorEroğlu Erdem, Ç.
dc.contributor.authorUlukaya, S.
dc.contributor.authorKaraali, A.
dc.contributor.authorErdem, Tanju
dc.date.accessioned2016-02-11T06:46:18Z
dc.date.available2016-02-11T06:46:18Z
dc.date.issued2011
dc.identifier.isbn978-1-4577-0537-3
dc.identifier.issn1520-6149
dc.identifier.urihttp://hdl.handle.net/10679/1997
dc.identifier.urihttp://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=5946777
dc.descriptionDue to copyright restrictions, the access to the full text of this article is only available via subscription.
dc.description.abstractThis paper presents a hybrid method for face detection in color images. The well known Haar feature-based face detector developed by Viola and Jones (VJ), that has been designed for gray-scale images is combined with a skin-color filter, which provides complementary information in color images. The image is first passed through a Haar-Feature based face detector, which is adjusted such that it is operating at a point on its ROC curve that has a low number of missed faces but a high number of false detections. Then, using the proposed skin color post-filtering method many of these false detections can be eliminated easily. We also use a color compensation algorithm to reduce the effects of lighting. Our experimental results on the Bao color face database show that the proposed method is superior to the original VJ algorithm and also to other skin color based pre-filtering methods in the literature in terms of precision.
dc.description.sponsorshipTÜBİTAK ; Bahcesehir University Research Fund
dc.language.isoengen_US
dc.publisherIEEE
dc.relationinfo:turkey/grantAgreement/TUBITAK/110E056
dc.relation.ispartof2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
dc.rightsrestrictedAccess
dc.titleCombining haar feature and skin color based classifiers for face detectionen_US
dc.typeConference paperen_US
dc.peerreviewedyes
dc.publicationstatuspublisheden_US
dc.contributor.departmentÖzyeğin University
dc.contributor.authorID45777
dc.contributor.ozuauthorErdem, Tanju
dc.identifier.startpage1497
dc.identifier.endpage1500
dc.identifier.wosWOS:000296062401184
dc.identifier.doi10.1109/ICASSP.2011.5946777
dc.subject.keywordsHaar transforms
dc.subject.keywordsFace recognition
dc.subject.keywordsImage classification
dc.subject.keywordsImage colour analysis
dc.subject.keywordsOptical filters
dc.subject.keywordsVisual databases
dc.identifier.scopusSCOPUS:2-s2.0-80051603413


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