Universal scene change detection on MPEG-coded data domain

被引:36
作者
Nakajima, Y
Ujihara, K
Yoneyama, A
机构
来源
VISUAL COMMUNICATIONS AND IMAGE PROCESSING '97, PTS 1-2 | 1997年 / 3024卷
关键词
video indexing; scene change detection; MPEG; video browsing; compressed domain video manipulation; and video databases;
D O I
10.1117/12.263179
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
In this paper, we propose scene decomposition algorithm from MPEG compressed video data. As a preprocessing for scene decomposition, partial reconstruction methods of DC image for P- and B-pictures as well as I-pictures directly from MPEG bitstream are used. As for detection algorithms, we have exploited several methods for detection of abrupt scene change, dissolve and wipe transitions using comparison of DC images between frames and coding information such as motion vectors. It is also proposed the method for exclusion of undesired detection such as flashlight in order to enhance scene change detection accuracy. It is shown that more than 95% of decomposition accuracy has been obtained in the experiment using more than one hour TV program. It is also found that in the proposed algorithm scene change detection can be performed more than 5 times faster than normal playback speed using 130MIPS workstation.
引用
收藏
页码:992 / 1003
页数:12
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