Matching 2D shapes using U descriptors

被引:0
|
作者
Cai, Zhanchuan [1 ]
Sun, Wei [1 ]
Qi, Dongxu [1 ]
机构
[1] Sun Yat Sen Univ, Sch Informat Sci & Technol, Guangzhou 510275, Peoples R China
关键词
D O I
暂无
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 paper, we propose a novel U-System-based approach for representing and matching similar shapes. U-system is a complete orthogonal piecewise k-degree polynomials in L-2 [0,1] and it has some good properties,such as regeneration, convergence by group. Using U-system with finite items, it can be realized to accurate representation of shapes. This paper make shapes analysis in theory. We experimentally demonstrate that U descriptors are more suitable for representing and matching 2D shapes than Fourier descriptors.
引用
收藏
页码:209 / 220
页数:12
相关论文
共 50 条
  • [1] Matching 2D shapes using their symmetry sets
    Kuijper, Aijan
    Olsen, Ole Fogh
    Bille, Philip
    Giblin, Peter
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS, 2006, : 179 - +
  • [2] Matching 3D shapes using 2D conformal representations
    Gu, XF
    Vemuri, BC
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2004, PT 1, PROCEEDINGS, 2004, 3216 : 771 - 780
  • [3] Matching 2D and 3D articulated shapes using the eccentricity transform
    Ion, Adrian
    Artner, Nicole M.
    Peyre, Gabriel
    Kropatsch, Walter G.
    Cohen, Laurent D.
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2011, 115 (06) : 817 - 834
  • [4] Describing and matching 2D shapes by their points of mutual symmetry
    Kuijper, Arjan
    Olsen, Ole Fogh
    COMPUTER VISION - ECCV 2006, PT 3, PROCEEDINGS, 2006, 3953 : 213 - 225
  • [5] 2D Shapes Classification Using BLAST
    Lovato, Pietro
    Bicego, Manuele
    STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, 2012, 7626 : 273 - 281
  • [6] A subspace approach for matching 2D shapes under affine distortions
    Mai, F.
    Chang, C. Q.
    Hung, Y. S.
    PATTERN RECOGNITION, 2011, 44 (02) : 210 - 221
  • [7] QSAR using 2D descriptors and TRIPOS' SIMCA
    Hunt, PA
    JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 1999, 13 (05) : 453 - 467
  • [8] QSAR using 2D descriptors and TRIPOS' SIMCA
    Peter A. Hunt
    Journal of Computer-Aided Molecular Design, 1999, 13 : 453 - 467
  • [9] Euclidean Invariant Recognition of 2D Shapes Using Histograms of Magnitudes of Local Fourier-Mellin Descriptors
    Zhang, Xinhua
    Williams, Lance R.
    2019 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2019, : 303 - 311
  • [10] CLASSIFICATION OF PARTIAL 2-D SHAPES USING FOURIER DESCRIPTORS
    LIN, CC
    CHELLAPPA, R
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) : 686 - 690