Curve matching for open 2D curves

被引:66
|
作者
Cui, M. [1 ]
Femiani, J. [1 ]
Hu, J. [1 ]
Wonka, P. [1 ]
Razdan, A. [1 ]
机构
[1] Arizona State Univ, Tempe, AZ 85281 USA
基金
美国国家科学基金会;
关键词
Shape matching; Curvature; Cross correlation; RECOGNITION;
D O I
10.1016/j.patrec.2008.08.013
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a Curve matching framework for planar open curves under similarity transform(1) based on a new scale invariant signature. The signature is derived from the concept of integral of unsigned curvatures. If One input curve as a whole can be aligned with some part in the second Curve then the algorithm will find the requisite starting and end positions and will estimate the similarity transform in O(N log(N)) time. We extend our frame work to a more general case where some part of the first input Curve can be aligned with some part of the second input Curve. This is a more difficult problem that we solve in O(N-3) time. The contributions of the paper are the new Signature as well as faster algorithms for matching open 2D curves. We present examples from diverse application set to show that our algorithm can work across several domains. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [41] Parallel implementation of modified 2D pattern matching
    Gardel, A.
    Lazaro, J. L.
    Bravo, I.
    Derutin, J. P.
    Chateau, T.
    2007 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, PROCEEDINGS, VOLS 1-8, 2007, : 1617 - +
  • [42] A novel 2D contactless fingerprint matching method
    Shi, Lei
    Lan, Sheng
    Gui, Hao
    Yang, Yujiu
    Guo, Zhenhua
    NEUROCOMPUTING, 2022, 500 : 547 - 555
  • [43] A combined distance measure for 2D shape matching
    Ramachandran, Geetha
    INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE ANALYSIS APPLICATIONS, 2015,
  • [44] Geodesic Fourier Descriptor for 2D Shape Matching
    Bo, Chen
    Xiang, Pan
    2008 INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS SYMPOSIA, PROCEEDINGS, 2008, : 447 - 452
  • [45] Geometry of the matching distance for 2D filtering functions
    Ethier M.
    Frosini P.
    Quercioli N.
    Tombari F.
    Journal of Applied and Computational Topology, 2023, 7 (4) : 815 - 830
  • [46] There is no stationary cyclically monotone Poisson matching in 2d
    Martin Huesmann
    Francesco Mattesini
    Felix Otto
    Probability Theory and Related Fields, 2023, 187 : 629 - 656
  • [47] Matching 2D shapes using U descriptors
    Cai, Zhanchuan
    Sun, Wei
    Qi, Dongxu
    ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS, 2006, 4035 : 209 - 220
  • [48] Acoustic Resonances in 2D Open Cavities
    Gonzalez, L. M.
    Cobo, P.
    Theofilis, V.
    Valero, E.
    ACTA ACUSTICA UNITED WITH ACUSTICA, 2013, 99 (04) : 572 - 581
  • [49] Matching of 3-D curves
    Heisterkamp, DR
    Bhattacharya, P
    1996 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, PROCEEDINGS, VOLS 1-4, 1996, : 3490 - 3495
  • [50] OPEN MAPS OF UNIVERSAL CURVE ONTO CONTINUOUS CURVES
    WILSON, DC
    NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY, 1969, 16 (01): : 225 - &