Title :
Effective wipe detection in MPEG compressed video using macro block type information
Author :
Pei, Soo-Chang ; Chou, Yu-Zuong
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
9/1/2002 12:00:00 AM
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 :
data compression; image retrieval; image sequences; multimedia communication; multimedia databases; video coding; video databases; B frames; MPEG compressed video; arbitrary shape; effective wipe detection; low-complexity analysis algorithm; macroblock information; motionless wipe transition sequence; multimedia applications; prediction directions; robustness; scene change region; uncommon intracoded MB; video database; video retrieval; video scene analysis; wipe transition; Change detection algorithms; Discrete cosine transforms; Image analysis; Information analysis; Information retrieval; Layout; Multimedia databases; Shape; Transform coding; Video compression;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2002.802841