Downsized Evolutionary Video Processing for Lips Tracking and Data Acquisition
Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Karungaru, Minoru Fukumi · Journal of Advanced Computational Intelligence and Intelligent Informatics · 2007
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.