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Face image retrieval in video sequences using Lifting Wavelets Transform feature extraction
Chon Fong Wong1; Jianke Zhu2; Mang I Vai1; Peng Un Mak1
2005-12-12
Conference Name9th International Symposium on Consumer Electronics (ISCE 2005)
Source PublicationProceedings of the International Symposium on Consumer Electronics, ISCE
Pages167-171
Conference Date14-16 June 2005
Conference PlaceUniv Macau, Taipa, MACAO
Countrychina
PublisherIEEE
Abstract

Face image retrieval in video sequences is a challenging task for many multimedia applications. This paper introduces a scheme based on lifting wavelets transform feature extraction for face image retrieval in video sequences. In our scheme, we first extract the key-frames rapidly from video sequences by a color feature for its effectiveness. Based on the extracted key-frames, we propose to employ the AdaBoost based face detection method and the Lifting Wavelets Transform (LFWT) technique which provides good alternative of intensity representation for feature extraction of the detected faces. By combining the two stages above, we can perform the face image retrieval in video sequences task efficiently and effectively. 

KeywordAdaboost Based Face Detection Face Detection Face Image Retrieval Face Recognition Lifting Wavelets Transform Linear Discriminant Analysis Similarity Measure
DOIhttps://doi.org/10.1109/ISCE.2005.1502363
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Information Systems ; Computer Science, Software Engineering ; Engineering, Electrical & Electronic
WOS IDWOS:000231798700033
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Affiliation1.Dcpamcnt of Electrical and Electronics Engineering, Faculty of Science and Technology, University of Macau, Macau SAR, PR. China
2.Department of Computer Science and Engineering, The Chinese University of Hong Kong, HK SAR, PR China
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Chon Fong Wong,Jianke Zhu,Mang I Vai,et al. Face image retrieval in video sequences using Lifting Wavelets Transform feature extraction[C]:IEEE,2005:167-171.
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