DocumentCode
2347360
Title
Scene change detection using DC coefficients
Author
Bao, Oliver ; Guan, Ling
Author_Institution
Sch. of Electr. & Inf. Eng., Sydney Univ., NSW, Australia
Volume
2
fYear
2002
fDate
2002
Abstract
We propose an algorithm to detect shot transitions in MPEG video data in the compressed domain. The algorithm is based on the conventional solution, where energy histograms of DC (discrete cosine) coefficients are used to calculate the distance between consecutive I/P frames, and the DC coefficients of the P-frames are obtained by frame conversion. We enhance the result by using the ratio between two sliding windows to attenuate the low-pass filtered frame distance, and this results in the amplification of the transitional regions. The advantage of our method is that it achieves high detection rates with low computational complexity. The algorithm is equally applicable in detecting sharp transitions and dissolved transitions.
Keywords
computational complexity; discrete cosine transforms; feature extraction; image segmentation; low-pass filters; video signal processing; DC coefficients; MPEG video data; compressed domain; computational complexity; discrete cosine coefficients; dissolved transitions; energy histograms; feature extraction; low-pass filter; scene change detection; sharp transitions; shot transition detection; video segmentation; Change detection algorithms; Data engineering; Discrete cosine transforms; Gunshot detection systems; Histograms; Layout; Low pass filters; Power engineering and energy; Transform coding; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing. 2002. Proceedings. 2002 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-7622-6
Type
conf
DOI
10.1109/ICIP.2002.1039977
Filename
1039977
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