Motion segmentation of multiple translating objects from line correspondences

被引:8
|
作者
Shi, FH [1 ]
Wang, JH [1 ]
Zhang, J [1 ]
Liu, YC [1 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Image Proc & Pattern Recognit, Shanghai 200030, Peoples R China
关键词
dynamic scene; line correspondence; motion segmentation;
D O I
10.1016/j.patcog.2005.02.017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an analytic approach to motion segmentation of multiple translating objects from line correspondences in three perspective views. The basic idea of our algorithm is to view the estimation of multiple translational motions as the estimation of a single, though more complex, multibody motion model that is then factored into the original models by polynomial differentiation. Experimental results on synthetic and real scenes are presented. (c) 2005 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1775 / 1778
页数:4
相关论文
共 50 条
  • [41] ESTIMATION OF RIGID BODY MOTION USING STRAIGHT-LINE CORRESPONDENCES
    LIU, YC
    HUANG, TS
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1988, 43 (01): : 37 - 52
  • [42] A RESULT FROM THE STATISTICS OF MULTIPLE CORRESPONDENCES
    MARSHALL, CW
    [J]. OPERATIONAL RESEARCH QUARTERLY, 1963, 14 (01): : 151 - 156
  • [43] A RESULT FROM THE STATISTICS OF MULTIPLE CORRESPONDENCES
    MARSHALL, CW
    [J]. OPERATIONAL RESEARCH QUARTERLY, 1963, 14 (02): : 151 - 156
  • [44] A LINEAR ALGORITHM FOR MOTION ESTIMATION USING STRAIGHT-LINE CORRESPONDENCES
    LIU, YC
    HUANG, TS
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1988, 44 (01): : 35 - 57
  • [45] STRUCTURE AND MOTION FROM LINE SEGMENTS IN MULTIPLE IMAGES
    TAYLOR, CJ
    KRIEGMAN, DJ
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (11) : 1021 - 1032
  • [46] Motion feature descriptor based moving objects segmentation
    [J]. Yuan, H. (yuanhui0325@gmail.com), 1600, Inst. of Scientific and Technical Information of China (18):
  • [47] Iterative pose computation from line correspondences
    Christy, S
    Horaud, R
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 1999, 73 (01) : 137 - 144
  • [48] Segmentation of multiple human objects in video sequences
    Yang, Hsin-Tai
    Ouyang, Chen-Sen
    Huang, Li-Ming
    Lee, Shie-Jue
    [J]. APPLIED ARTIFICIAL INTELLIGENCE, 2007, 21 (09) : 831 - 859
  • [49] An evaluation metric for image segmentation of multiple objects
    Polak, Mark
    Zhang, Hong
    Pi, Minghong
    [J]. IMAGE AND VISION COMPUTING, 2009, 27 (08) : 1223 - 1227
  • [50] Parametric multiple-motion estimation for motion segmentation
    Gao, J
    [J]. PROCEEDINGS OF THE SIXTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, 2004, : 447 - 452