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
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2004年 / 34卷 / 01期
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
相关论文
共 49 条
[1]  
[Anonymous], P ACM SIGGRAPH
[2]  
[Anonymous], P 21 INT C VER LARG
[3]  
[Anonymous], P INT C COMP VIS
[4]  
Artac M, 2002, 2002 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, P1025, DOI 10.1109/ROBOT.2002.1013490
[5]   What is the set of images of an object under all possible illumination conditions? [J].
Belhumeur, PN ;
Kriegman, DJ .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1998, 28 (03) :245-260
[6]   EigenTracking: Robust matching and tracking of articulated objects using a view-based representation [J].
Black, MJ ;
Jepson, AD .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1998, 26 (01) :63-84
[7]  
BOROTSCHNIG H, 1998, P BRIT MACH VIS C, P629
[8]   FACE RECOGNITION - FEATURES VERSUS TEMPLATES [J].
BRUNELLI, R ;
POGGIO, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (10) :1042-1052
[9]  
Chen S. E., 1995, Computer Graphics Proceedings. SIGGRAPH 95, P29, DOI 10.1145/218380.218395
[10]   Video-based eye tracking for autostereoscopic displays [J].
Chen, YS ;
Su, CH ;
Chen, JH ;
Chen, CS ;
Hung, YP ;
Fuh, CS .
OPTICAL ENGINEERING, 2001, 40 (12) :2726-2734