VLSI implementation for low-complexity full-search motion estimation

被引:15
作者
Hsia, SC [1 ]
机构
[1] Natl Kaohsiung First Univ Sci & Technol, Dept Comp & Commun Engn, Kaohsiung, Taiwan
关键词
full search; motion estimation; MPEG-II; temporal correlation; video coding; VLSI architecure;
D O I
10.1109/TCSVT.2002.800514
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Although many ASICs for motion estimation have been developed, either the chip complexity is too high or the optimal accuracy was not achieved. In this study, an adaptive full-search algorithm is presented to reduce the searching complexity with a temporal correlation approach. The efficiency of the proposed full search can be promoted about 5-10 times in comparison with the conventional full search while the searching accuracy remains intact. Based on the adaptive full-search algorithm, a real-time VLSI chip is regularly designed by using the module base. For MPEG-II applications, the computational kernel only uses eight processing elements to meet the speed requirement. The processing rate of the proposed chip can achieve 53K blocks/s to search -127 similar to +127 vectors, using only 8K gates.
引用
收藏
页码:613 / 619
页数:7
相关论文
共 11 条
[1]  
[Anonymous], IEEE T CIRCUITS SYST
[2]   H.263+:: Video coding at low bit rates [J].
Côté, G ;
Erol, B ;
Gallant, M ;
Kossentini, F .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1998, 8 (07) :849-866
[3]   BLOCKMATCHING MOTION ESTIMATION ALGORITHMS - NEW RESULTS [J].
GHARAVI, H ;
MILLS, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1990, 37 (05) :649-651
[4]   Design of fast motion estimation algorithm based on hardware consideration [J].
He, ZL ;
Liou, ML .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (05) :819-823
[5]   PARALLEL ARCHITECTURES FOR 3-STEP HIERARCHICAL SEARCH BLOCK-MATCHING ALGORITHM [J].
JONG, HM ;
CHEN, LG ;
CHIUEH, TD .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1994, 4 (04) :407-416
[6]  
JUNG HK, 1995, IEEE T CONSUM ELECTR, V41, P231
[7]   A block-based gradient descent search algorithm for block motion estimation in video coding [J].
Liu, LK ;
Feig, E .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1996, 6 (04) :419-422
[8]  
MPEG-2, 138182 ISOIEC
[9]  
Nam SH, 1998, IEEE T CIRCUITS-II, V45, P508, DOI 10.1109/82.663808
[10]  
Tham JY, 1998, IEEE T CIRC SYST VID, V8, P369, DOI 10.1109/76.709403