Proceedings of the Korean Institute of Information and Commucation Sciences Conference (한국정보통신학회:학술대회논문집)
- 2002.11a
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- Pages.217-221
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- 2002
Object Tracking Algorithm for Multimedia System
- Kim, Yoon-ho (Mokwon Univ. Div. of IT) ;
- Kwak, Yoon-shik (Cungju Univ.) ;
- Song, Hag-hyun (IITA) ;
- Ryu, Kwang-Ryol (Mokwon Univ. Div. of IT)
- Published : 2002.11.01
Abstract
In this paper, we propose a new scheme of motion tracking based on fuzzy inference (FI)and wavelet transform (WT) from image sequences. First, we present a WT to segment a feature extraction of dynamic image . The coefficient matrix for 2-level DWT tent to be clustered around the location of important features in the images, such as edge discontinuities, peaks, and corners. But these features are time varying owing to the environment conditions. Second, to reduce the spatio-temporal error, We develop a fuzzy inference algorithm. Some experiments are peformed to testify the validity and applicability of the proposed system. As a result, proposed method is relatively simple compared with the traditional space domain method. It is also well suited for motion tracking under the conditions of variation of illumination.
Keywords