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Downsized Evolutionary Video Processing for Lips Tracking and Data Acquisition
- 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.
- Subjects :
- Computer science
business.industry
Speech recognition
Template matching
Image processing
Video processing
Tracking (particle physics)
Human-Computer Interaction
Data acquisition
Artificial Intelligence
Video tracking
Genetic algorithm
Computer vision
Computer Vision and Pattern Recognition
Artificial intelligence
business
Subjects
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