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
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