DocumentCode :
2432323
Title :
Fast Frame-Based Scene Change Detection in the Compressed Domain for MPEG-4 Video
Author :
Brandt, Jens ; Trotzky, Jens ; Wolf, Lars
Author_Institution :
Tech. Univ. Braunschweig, Braunschweig
fYear :
2008
fDate :
16-19 Sept. 2008
Firstpage :
514
Lastpage :
520
Abstract :
Detection of scene changes is an elementary step in automatic video processing like indexing, segmentation or transcoding. Video indexing and segmentation allow fast browsing without decoding the complete video. In the case of transcoding, the information about scene changes such as cuts and fades as well as about special movements like rotations or zooms in video frames is helpful to determine suitable transcoding parameters. In the compressed domain only information about DCT values as well as motion information can be used to determine such scene changes and movements. Therefore we defined different measures which use the encoded DCT values and motion vectors of each compressed frame. Based on these measures as well as on motion vector histograms we present a fast approach to detect different kinds of scene changes and special movements in MPEG-4 videos in the compressed domain.
Keywords :
discrete cosine transforms; video coding; DCT; MPEG-4 video; automatic video processing; discrete cosine transforms; fast frame-based scene change detection; motion vectors; video indexing; video segmentation; video transcoding; Decoding; Discrete cosine transforms; Histograms; Indexing; Layout; MPEG 4 Standard; Motion detection; Motion measurement; Transcoding; Video compression; compressed domain video processing; video scene change detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Next Generation Mobile Applications, Services and Technologies, 2008. NGMAST '08. The Second International Conference on
Conference_Location :
Cardiff
Print_ISBN :
978-0-7695-3333-9
Type :
conf
DOI :
10.1109/NGMAST.2008.39
Filename :
4756480
Link To Document :
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