Title :
Motion and shape signatures for object-based indexing of MPEG-4 compressed video
Author :
Ferman, A. Müfit ; Günsel, Bilge ; Tekalp, A. Mural
Author_Institution :
Dept. of Electr. Eng., Rochester Univ., NY, USA
Abstract :
The emerging MPEG-4 standard enables direct access to individual objects in the video stream, along with boundary/shape, texture, and motion information about each object. This paper proposes an object-based video indexing method that is directly applicable to the MPEG-4 compressed video bitstreams. The method aims to provide object-based content-interactivity; thus, defines the audio-visual object as the indexing unit. The scheme involves object-based temporal segmentation of the video bit-stream, selection of key-frames and key-video-object-planes, and characterization of the motion and/or shape of each video object including the background object. We also propose syntax and semantics for an indexing field to meet the content-based access requirement of MPEG-4. Experimental results are shown on two MPEG-4 test sequences
Keywords :
data compression; image segmentation; image sequences; indexing; motion estimation; object-oriented databases; telecommunication standards; video signal processing; visual databases; MPEG-4 compressed video; MPEG-4 compressed video bitstreams; MPEG-4 standard; audio-visual object; background object; characterization; content-based access requirement; indexing field; indexing unit; key-frames; key-video-object-planes; motion signatures; object-based content-interactivity; object-based indexing; object-based temporal segmentation; object-based video indexing method; semantics; shape signatures; syntax; test sequences; texture; video stream; Content based retrieval; Indexing; Layout; MPEG 4 Standard; Multimedia databases; Search engines; Shape; Streaming media; Testing; Video compression;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.595321