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Downsized Evolutionary Video Processing for Lips Tracking and Data Acquisition

Authors :
Takuya Akashi
Kanya Tanaka
Yuji Wakasa
Minoru Fukumi
Stephen Karungaru
Source :
Journal of Advanced Computational Intelligence and Intelligent Informatics. 11:1030-1042
Publication Year :
2007
Publisher :
Fuji Technology Press Ltd., 2007.

Abstract

In this paper, high-speed lips tracking and data acquisition of a talking person in natural scenes are presented. Our approach is based on the Evolutionary Video Processing. This method has a trade-off between accuracy and a processing time. To solve this problem, in this paper, we proposed Evolutionary Video Processing with automatic SD-Control. In our simulations, the effectiveness of the proposed method is verified by a comparison experiment. The proposed method improves the performance, speed and accuracy, from 68.4% to 86.2%. Furthermore, it is evaluated that our proposed method can continue to chase the lips region even in such a case. It is demonstrated that the lips region detection and tracking at high speed and with high accuracy is possible, with acquisition of its numerical geometric change information.

Details

ISSN :
18838014 and 13430130
Volume :
11
Database :
OpenAIRE
Journal :
Journal of Advanced Computational Intelligence and Intelligent Informatics
Accession number :
edsair.doi...........979f0e7c9c66044d14f9b4d05497b6e1
Full Text :
https://doi.org/10.20965/jaciii.2007.p1030