DocumentCode :
1052691
Title :
Nonchronological Video Synopsis and Indexing
Author :
Pritch, Yael ; Rav-Acha, Alex ; Peleg, Shmuel
Author_Institution :
Sch. of Comput. Sci. & Eng., Hebrew Univ. of Jerusalem, Jerusalem
Volume :
30
Issue :
11
fYear :
2008
Firstpage :
1971
Lastpage :
1984
Abstract :
The amount of captured video is growing with the increased numbers of video cameras, especially the increase of millions of surveillance cameras that operate 24 hours a day. Since video browsing and retrieval is time consuming, most captured video is never watched or examined. Video synopsis is an effective tool for browsing and indexing of such a video. It provides a short video representation, while preserving the essential activities of the original video. The activity in the video is condensed into a shorter period by simultaneously showing multiple activities, even when they originally occurred at different times. The synopsis video is also an index into the original video by pointing to the original time of each activity. Video synopsis can be applied to create a synopsis of an endless video streams, as generated by Webcams and by surveillance cameras. It can address queries like "show in one minute the synopsis of this camera broadcast during the past day\´\´. This process includes two major phases: (i) an online conversion of the endless video stream into a database of objects and activities (rather than frames). (ii) A response phase, generating the video synopsis as a response to the user\´s query.
Keywords :
image representation; indexing; video cameras; video retrieval; video streaming; video surveillance; nonchronological video synopsis; surveillance cameras; video browsing; video cameras; video indexing; video retrieval; video stream; Computer vision; Image/video retrieval; Motion; Tracking; Video; Video analysis; Artificial Intelligence; Database Management Systems; Databases, Factual; Documentation; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Pattern Recognition, Automated; Video Recording;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/TPAMI.2008.29
Filename :
4444355
Link To Document :
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