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Proceedings Paper

Caption detection from video sequence based on fuzzy neural networks
Author(s): Xinbo Gao; Hong Xin; Jie Li
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Paper Abstract

Caption graphically superimposed in video frames can provide important indexing information. The automatic detection and recognition of video captions can be of great help in querying topics of interest in digital news library. To detect the caption from video sequence, we present algorithms based on fuzzy clustering neural networks. Since neural networks have the capabilities of learning and self-organizing and parallel computing mechanism, with the great increasing of digital images and video databases, neural networks based techniques become more efficient and popular tools for multimedia processing. Experimental results show that our caption detection scheme is effective and robust.

Paper Details

Date Published: 25 September 2001
PDF: 6 pages
Proc. SPIE 4553, Visualization and Optimization Techniques, (25 September 2001); doi: 10.1117/12.441566
Show Author Affiliations
Xinbo Gao, Xidian Univ. (China)
Hong Xin, Xidian Univ. (China)
Jie Li, Xidian Univ. (China)


Published in SPIE Proceedings Vol. 4553:
Visualization and Optimization Techniques

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