JOURNAL ARTICLE

Effective wipe detection in MPEG compressed video using macro block type information

Soo‐Chang PeiYu-Zuong Chou

Year: 2002 Journal:   IEEE Transactions on Multimedia Vol: 4 (3)Pages: 309-319   Publisher: Institute of Electrical and Electronics Engineers

Abstract

For video scene analysis, the wipe transition is considered most complex and difficult to detect. In this paper, an effective wipe detection method is proposed using the macroblock (MB) information of the MPEG compressed video. By analyzing the prediction directions of B frames, which are revealed in the MB types, the scene change region of each frame can be found. Once the accumulation of the scene change regions covers most of the area of the frame, the sequence will be considered a motionless wipe transition sequence. Besides, uncommon intracoded MB of the B frame can also be applied as an indicator of the motion wipe transition. A very simple analysis based on small amount of MB type information is sufficient to achieve wipe detection directly on MPEG compressed video. Easy extraction of MB type information, low-complexity analysis algorithm and robustness to arbitrary shape and direction of wipe transitions are the great advantages of the proposed method.

Keywords:
Computer science Macroblock Computer vision Robustness (evolution) Artificial intelligence Frame (networking) Block-matching algorithm Macro Block (permutation group theory) Video compression picture types Data compression Change detection Video processing Video tracking Algorithm Decoding methods Mathematics Telecommunications

Metrics

27
Cited By
0.68
FWCI (Field Weighted Citation Impact)
27
Refs
0.72
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Video Analysis and Summarization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Multimedia Communication and Technology
Social Sciences →  Social Sciences →  Sociology and Political Science
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