Residential College | false |
Status | 已發表Published |
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 Name | 2008 International Conference on Wavelet Analysis and Pattern Recognition |
Source Publication | Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR |
Volume | 1 |
Pages | 168-171 |
Conference Date | 30-31 Aug. 2008 |
Conference Place | Hong Kong |
Country | China |
Publisher | IEEE, 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%. |
Keyword | Least Square Fitting Lip-reading Two Stage Ellipse Fitting |
DOI | 10.1109/ICWAPR.2008.4635770 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:000260168200031 |
Scopus ID | 2-s2.0-56749181699 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | University of Macau |
Affiliation | 1.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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