Title :
Video motion estimation using prediction based hybrid approach
Author :
Dhara, Bibhas Chandra ; Chanda, Bhabatosh
Author_Institution :
Dept. of Information Technol., Jadavpur Univ., Kolkata, India
Abstract :
Motion estimation is important for compression of video sequences. In this paper a new block motion estimation algorithm proposed. In the proposed method, the motion vector of previous frame are used to predict the initial motion vector and the search direction. The extent of search region is determined by predicted motion vector and motion vectors of four casual neighbours in the current frame. Results shows significant speed-up compared to existing ones.
Keywords :
data compression; image sequences; motion estimation; probability; video coding; block motion estimation algorithm; predicted motion vector; prediction based hybrid approach; video motion estimation; video sequence compression; Character generation; Distortion measurement; Image sequences; Information technology; Motion estimation; Motion measurement; Transform coding; Video coding; Video compression; Video sequences;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333878