Time-constrained keyframe selection technique

被引:55
作者
Girgensohn, A [1 ]
Boreczky, J [1 ]
机构
[1] FX Palo Alto Lab, Palo Alto, CA 94304 USA
关键词
video collections; video browsing; key frame selection; temporal constraints;
D O I
10.1023/A:1009630817712
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In accessing large collections of digitized videos, it is often difficult to find both the appropriate video file and the portion of the video that is of interest. This paper describes a novel technique for determining keyframes that are different from each other and provide a good representation of the whole video. We use keyframes to distinguish videos from each other, to summarize videos, and to provide access points into them. The technique can determine any number of keyframes by clustering the frames in a video and by selecting a representative frame from each cluster. Temporal constraints are used to filter out some clusters and to determine the representative frame for a cluster. Desirable visual features can be emphasized in the set of keyframes. An application for browsing a collection of videos makes use of the keyframes to support skimming and to provide visual summaries.
引用
收藏
页码:347 / 358
页数:12
相关论文
共 12 条
[1]  
[Anonymous], 1995, PROC ICJAI, DOI DOI 10.1145/217279.215068
[2]   Comparison of video shot boundary detection techniques [J].
Boreczky, JS ;
Rowe, LA .
STORAGE AND RETRIEVAL FOR STILL IMAGE AND VIDEO DATABASES IV, 1996, 2670 :170-179
[3]   Multiscale content extraction and representation for video indexing [J].
Ferman, AM ;
Tekalp, AM .
MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS II, 1997, 3229 :23-31
[4]   Video classification using transform coefficients [J].
Girgensohn, A ;
Foote, J .
ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, :3045-3048
[5]  
Girgensohn A, 1999, HUMAN-COMPUTER INTERACTION - INTERACT '99, P205
[6]   Hierarchical temporal video segmentation and content characterization [J].
Gunsel, B ;
Fu, Y ;
Tekalp, AM .
MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS II, 1997, 3229 :46-56
[7]  
Rasmussen E.M., 1992, Information retrieval: data structures algorithms, V419, P442
[8]   Content-based representative frame extraction for digital video [J].
Sun, XD ;
Kankanhalli, MS ;
Zhu, YW ;
Wu, JK .
IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS, 1998, :190-193
[9]  
Taniguchi Y, 1997, ACM MULTIMEDIA 97, PROCEEDINGS, P427
[10]  
TONOMURA Y, 1993, HUMAN FACTORS IN COMPUTING SYSTEMS, P131