A strategy of matching blocks at multi-levels

被引:5
作者
Jang, SW [1 ]
Choi, HI [1 ]
机构
[1] Soongsil Univ, Sch Media, Seoul 156743, South Korea
关键词
D O I
10.1002/int.10058
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a size-variable block-matching algorithm for motion-vector estimation. The proposed algorithm dynamically determines the search area and the size of a block. We exploit the constraint of small velocity changes of a block through time to determine the origin of the search area. The range of the search area is adjusted according to the motion coherency of spatially neighboring blocks. The process of determining the size of a block begins with the matching of a small block. If the matching degree is not good enough, we expand the size of the block slightly and then repeat the matching process until our matching criterion is satisfied. The experimental results show that the proposed algorithm can yield very accurate block motion vectors. (C) 2002 Wiley Periodicals, Inc.
引用
收藏
页码:965 / 975
页数:11
相关论文
共 8 条
[1]  
*ISO IEC, 1993, 111722 ISOIEC
[2]  
Jain R., 1995, Machine Vision, V5
[3]   A NEW 3-STEP SEARCH ALGORITHM FOR BLOCK MOTION ESTIMATION [J].
LI, RX ;
ZENG, B ;
LION, ML .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1994, 4 (04) :438-442
[4]   Fast hierarchical block matching algorithm utilizing spatial motion vector correlation [J].
Lim, KW ;
Song, BC ;
Ra, JB .
VISUAL COMMUNICATIONS AND IMAGE PROCESSING '97, PTS 1-2, 1997, 3024 :284-292
[5]  
LIU B, 1994, IEEE T CIRCUITS SYST, V3, P438
[6]   A novel four-step search algorithm for fast block motion estimation [J].
Po, LM ;
Ma, WC .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1996, 6 (03) :313-317
[7]   PREDICTIVE CODING BASED ON EFFICIENT MOTION ESTIMATION [J].
SRINIVASAN, R ;
RAO, KR .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1985, 33 (08) :888-896
[8]   Optical flow estimation using wavelet motion model [J].
Wu, YT ;
Kanade, T ;
Cohn, J ;
Li, CC .
SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, 1998, :992-998