FAST SUB-PEL MOTION VECTOR PREDICTION VIA BLOCK CLASSIFICATION

被引:0
作者
Zhang, Qi [1 ]
Dai, Yunyang [1 ]
Kuo, C. -C. Jay [1 ]
机构
[1] Univ So Calif, Ming Hsieh Dept Elect Engn, Los Angeles, CA 90089 USA
来源
2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6 | 2009年
关键词
sub-pel motion search; fast motion estimation; motion vector prediction; error surface modeling;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A technique to predict the optimal sub-pel motion vector (MV) position based on integer-pel MVs is investigated in this work. Although it is possible to find the optimal MV position by fitting a local error surface using integer-pel MVs, the minimum of the error surface may fall outside of the region of interest. By analyzing the behavior of the error surface, we propose a classification scheme that divides blocks into regular and irregular types. For a regular block, we adopt the traditional error surface model and solve its minimum as the predicted sub-pel MV position. For an irregular block, we developed a novel prediction scheme to predict the optimal sub-pel MV position. Experimental results are given to show the low complexity and good RD performance of the proposed sub-pel MV prediction scheme.
引用
收藏
页码:1569 / +
页数:2
相关论文
共 5 条
[1]   A COMPUTATIONAL FRAMEWORK AND AN ALGORITHM FOR THE MEASUREMENT OF VISUAL-MOTION [J].
ANANDAN, P .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1989, 2 (03) :283-310
[2]   MOTION-COMPENSATING PREDICTION WITH FRACTIONAL-PEL ACCURACY [J].
GIROD, B .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1993, 41 (04) :604-612
[3]   Interpolation free subpixel accuracy motion estimation [J].
Hill, P. R. ;
Chiew, T. K. ;
Bull, D. R. ;
Canagarajah, C. N. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2006, 16 (12) :1519-1526
[4]   Fast sub-pixel motion estimation techniques having lower computational complexity [J].
Suh, JW ;
Jeong, J .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2004, 50 (03) :968-973
[5]  
Yin P, 2003, 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS, P853