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Lip-reading detection and localization based on two stage ellipse fitting
YONG-HUI HUANG1; BAO-CHANG PAN2; SHENG-LIN ZHENG2; JIANJIA PAN3; YUANYAN TANG3
2008-12-01
Conference Name2008 International Conference on Wavelet Analysis and Pattern Recognition
Source PublicationProceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR
Volume1
Pages168-171
Conference Date30-31 Aug. 2008
Conference PlaceHong Kong
CountryChina
PublisherIEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Abstract

A method of detection and localization in lip- reading system based on least square fitting and two stage ellipse fitting was proposed in this paper. Firstly, color space transformation in simple background facial images was made to simply and fast detect skin regions and get threshold for segmenting lip area; secondly, according to two stage ellipse fitting based on least square, lip image are gained. Results show that this method is more effective in fitting effect than algebraic distance fitting. And the computational efficiency is improved compared with geometric distance fitting, and the goal of recognition in lip-reading system could also be archived. Experimental set was limited in sample space of specific speaker and in image sequence features of 403 speech video files, the recognition rate can get up to 90.9%.

KeywordLeast Square Fitting Lip-reading Two Stage Ellipse Fitting
DOI10.1109/ICWAPR.2008.4635770
URLView the original
Indexed ByCPCI-S
Language英語English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000260168200031
Scopus ID2-s2.0-56749181699
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Citation statistics
Document TypeConference paper
CollectionUniversity of Macau
Affiliation1.Faculty of Automation, Guangdong University of Technology, Guangzhou 510006, China
2.Faculty of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China
3.Hong Kong Baptist University, Hong Kong
Recommended Citation
GB/T 7714
YONG-HUI HUANG,BAO-CHANG PAN,SHENG-LIN ZHENG,et al. Lip-reading detection and localization based on two stage ellipse fitting[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2008, 168-171.
APA YONG-HUI HUANG., BAO-CHANG PAN., SHENG-LIN ZHENG., JIANJIA PAN., & YUANYAN TANG (2008). Lip-reading detection and localization based on two stage ellipse fitting. Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR, 1, 168-171.
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