Panoramic appearance-based recognition of video contents using matching graphs

被引:10
|
作者
Chen, CS [1 ]
Hsieh, WT
Chen, JH
机构
[1] Acad Sinica, Inst Informat Sci, Taipei 115, Taiwan
[2] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Hsinchu, Taiwan
关键词
appearance-based recognition; computer vision; image understanding; panorama; shortest path; video recognition;
D O I
10.1109/TSMCB.2003.811770
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a general scheme for recognizing the contents of a video using a set of panoramas recorded in a database. In essence, a panorama inherently records the appearances of an onmi-directional scene from its central point to arbitrary viewing directions and, thus, can serve as a compact representation of an environment. In particular, this paper emphasizes the use of a sequence of successive frames in a video taken with a video camera, instead of a single frame, for visual recognition. The associated recognition task is formulated as a shortest-path searching problem, and a dynamic-programming technique is used to solve it. Experimental results show that our method can effectively recognize a video.
引用
收藏
页码:179 / 199
页数:21
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