Title :
A compressed video database structured for active browsing and search
Author :
Taskiran, C. ; Chen, Jau-Yuen ; Bouman, Charles A. ; Delp, Edward J.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
We describe a unique system called ViBE (video browsing environment) for browsing and searching large databases of video sequences. The system first computes the DC sequence for a given MPEG sequence. It then detects and identifies shot boundaries by using the generalized trace. A hierarchical tree structure is constructed for shot comparison and keyframe extraction. In addition to low level image features, the system also uses pseudo semantic features to characterize the frames. Finally, the results are presented to the user in an active browsing environment which we call a similarity pyramid. The users can also prune and reorganize the environment using relevance feedback methods
Keywords :
data compression; relevance feedback; video coding; video databases; DC sequence; MPEG sequence; ViBE; active browsing; active searching; compressed video database; generalized trace; hierarchical tree structure; keyframe extraction; large databases; low level image features; pseudo semantic features; relevance feedback methods; shot boundaries; similarity pyramid; video browsing environment; video sequences; Data engineering; Gunshot detection systems; Image coding; Image databases; Layout; Spatial databases; Streaming media; Tree data structures; Video compression; Video sequences;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.999004