An Adaptive Motion Estimation Algorithm For Irregular Motion Of Objects

被引:0
|
作者
Kajo, Ibrahim [1 ]
Malik, Aamir Saeed [1 ]
Kamel, Nidal [1 ]
机构
[1] Univ Teknol PETRONAS, Dept Elect & Elect, Ctr Intelligent Signal & Imaging Res, Tronoh 31750, Perak, Malaysia
关键词
Motion estimation; Diamond search; social force model; search points; surveillance; predicted motion vector;
D O I
暂无
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
In this paper, a novel motion estimation method is proposed in order to enhance the block based matching. The enhancement is achieved by eliminating the number of search points, which in turn will reduce the computation complexity of any block based matching method. Relying on the social force model, a predicted direction of the motion vectors can be estimated significantly.
引用
收藏
页数:2
相关论文
共 50 条
  • [41] ADAPTIVE BLOCK MATCHING MOTION ESTIMATION ALGORITHM FOR VIDEO CODING
    FENG, J
    LO, KT
    MEHRPOUR, H
    KARBOWIAK, AE
    [J]. ELECTRONICS LETTERS, 1995, 31 (18) : 1542 - 1543
  • [42] An adaptive cross search algorithm for block matching motion estimation
    Luo, JC
    Ahmad, I
    Luo, XZ
    [J]. 2004 INTERNATIONAL CONFERENCE ON COMMUNICATION, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS - VOL 2: SIGNAL PROCESSING, CIRCUITS AND SYSTEMS, 2004, : 914 - 918
  • [43] An Adaptive Bilateral Motion Estimation Algorithm and its Hardware Architecture
    Akin, Abdulkadir
    Cetin, Mert
    Ozcan, Zafer
    Erbagci, Burak
    Hamzaoglu, Ilker
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2012, 58 (02) : 712 - 720
  • [44] Dynamically Adaptive Fast Motion Estimation Algorithm for HD Video
    Arnaudov, Pavel
    Ogunfunmi, Tokunbo
    [J]. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2020, 92 (10): : 1115 - 1131
  • [45] Adaptive genetic algorithm for block-matching motion estimation
    Li, CX
    Lu, JH
    Chen, JS
    Gu, J
    [J]. ADVANCED SIGNAL PROCESSING ALGORITHMS, ARCHITECTURES, AND IMPLEMENTATIONS XI, 2001, 4474 : 438 - 445
  • [46] A novel computationally adaptive hardware algorithm for video motion estimation
    Moshnyaga, VG
    [J]. IEICE TRANSACTIONS ON ELECTRONICS, 1999, E82C (09): : 1749 - 1754
  • [47] Adaptive motion estimation algorithm using spatial and temporal correlation
    Lim, JH
    Choi, HW
    [J]. 2001 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS I AND II, CONFERENCE PROCEEDINGS, 2001, : 473 - 476
  • [48] Adaptive Global Elimination Algorithm for Low Power Motion Estimation
    Gupte, Ajit
    Bharadwaj, Amrutur
    [J]. JOURNAL OF LOW POWER ELECTRONICS, 2009, 5 (01) : 1 - 16
  • [49] An adaptive search length algorithm for block matching motion estimation
    Pickering, MR
    Arnold, JF
    Frater, MR
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (06) : 906 - 912
  • [50] A new adaptive fast motion estimation algorithm based on local motion similarity degree (LMSD)
    Liu, L
    Han, CZ
    Bai, Y
    [J]. PROGRESS IN NATURAL SCIENCE, 2005, 15 (12) : 1126 - 1134