Fast algorithms for the estimation of motion vectors

被引:58
|
作者
Wang, HS [1 ]
Mersereau, RM [1 ]
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
fast search algorithms; motion vectors;
D O I
10.1109/83.748899
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this correspondence, a fast motion estimation algorithm, based on the successive elimination algorithm (SEA) of Li and Salari [1], is studied. This fast motion estimation algorithm finds the same displacement vectors as the exhaustive search algorithm with a reduced computational load. A modified fast motion estimation algorithm introducing negligible distortion into a transform coder, but providing for a further computational load reduction, is developed. Implementation issues are also discussed and compared. Results show that the number of searching operations can be reduced dramatically with the help of fast motion estimation algorithms.
引用
收藏
页码:435 / 438
页数:4
相关论文
共 50 条
  • [31] Impact of fast motion estimation algorithms on super-resolved video sequences
    Callico, Gustavo M.
    Lopez, Sebastian
    Tarajano, Karlos
    Lopez, Jose
    Sarmeento, Roberto
    2008 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2008, : 412 - 413
  • [32] Fast and efficient motion estimation using diamond zonal-based algorithms
    Tourapis, AM
    Au, OC
    Liou, ML
    Shen, GB
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2001, 20 (02) : 233 - 251
  • [33] Fast multi-frame motion estimation algorithms for H.264
    Huang, Junhao
    Bi, Duyan
    Xu, Yuelei
    Zhang, Ming
    Wang, Yan
    Jisuanji Gongcheng/Computer Engineering, 2006, 32 (12): : 238 - 240
  • [34] A fast motion estimation using prediction of motion estimation error
    Kang, HS
    Park, SM
    Lee, SW
    Choi, JG
    Yun, BJ
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 253 - 260
  • [35] Novel cross-diamond-hexagonal search algorithms for fast block motion estimation
    Cheung, CH
    Po, LM
    IEEE TRANSACTIONS ON MULTIMEDIA, 2005, 7 (01) : 16 - 22
  • [36] Enhanced cross-diamond-hexagonal search algorithms for fast block motion estimation
    Moradi, A
    Dianat, R
    Kasaei, S
    Shalmami, MTM
    AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings, 2005, : 558 - 563
  • [37] Fast multiresolution motion estimation algorithms for wavelet-based scalable video coding
    Liu, Yu
    Ngan, King Ngi
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2007, 22 (05) : 448 - 465
  • [38] Highly efficient predictive zonal algorithms for fast block-matching motion estimation
    Tourapis, AM
    Au, OC
    Liou, ML
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (10) : 934 - 947
  • [39] A statistical approach for object motion estimation with MPEG motion vectors
    Yu, XD
    Xue, P
    Tian, Q
    2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 519 - 522
  • [40] Algorithms for fast convolutions on motion groups
    Kyatkin, AB
    Chirikjian, GS
    APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2000, 9 (02) : 220 - 241