DocumentCode
3479093
Title
Real-time genetic lips region detection and tracking in natural video scenes
Author
Akashi, T. ; Fukumi, M. ; Akamatsu, N.
Author_Institution
Graduate Sch. of Eng., Tokushima Univ.
Volume
2
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
683
Lastpage
688
Abstract
In this paper, real-time detection and tracking of lips region of a talking person in natural scenes is addressed. In particular, we try to acquire numerical parameters to represent the lips information. Because, this information is very important for many applications, such as audio-visual speech recognition, robot perception, and interface of mobile devices. The difficulty lies in deformations and geometric change of lips, by speech and free camera work. Our proposed system is based on template matching with genetic algorithms (GAs). In our previous system, there is a trade-off between accuracy and a processing time. However, we can overcome this by two new methods: (a) a flexible control of a search domain, (b) inheritance of genetic information between video frames. We demonstrated the effectiveness of our proposed system by using some 5 seconds video sequences. The average results are that the accuracy is 94,44% and the processing time is 4.50 seconds
Keywords
genetic algorithms; object detection; search problems; tracking; video signal processing; audio-visual speech recognition; genetic algorithms; genetic lips region detection; genetic lips region tracking; lip geometric change; mobile device interface; natural video scenes; robot perception; search domain; Cameras; Cellular phones; Data mining; Genetic algorithms; Humans; Layout; Lips; Orbital robotics; Positron emission tomography; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Conference_Location
Singapore
Print_ISBN
0-7803-8643-4
Type
conf
DOI
10.1109/ICCIS.2004.1460670
Filename
1460670
Link To Document