2D shape segmentation: A new approach

被引:6
|
作者
Wu, KN
Levine, MD
机构
[1] MCGILL UNIV,CTR INTELLIGENT MACHINES,MONTREAL,PQ H3A 2A7,CANADA
[2] MCGILL UNIV,DEPT ELECT ENGN,MONTREAL,PQ H3A 2A7,CANADA
基金
加拿大自然科学与工程研究理事会;
关键词
2D shape; segmentation; corner detection; finite elements; charge density distribution; electrostatics;
D O I
10.1016/0167-8655(95)00107-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a novel approach to 2D shape segmentation by simulating the electrical charge density distribution on a 2D contour. The method is unique and invariant with respect to scale, translation and rotation. It computes significant 2D shape features by considering global data and is easily extensible to the 3D case.
引用
收藏
页码:133 / 140
页数:8
相关论文
共 50 条
  • [1] A new approach to segmentation of 2D range scans into linear regions
    Harati, Ahad
    Siegwart, Roland
    2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 2089 - 2094
  • [2] A bioinformatics approach to 2D shape classification
    Bicego, Manuele
    Lovato, Pietro
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 145 : 59 - 69
  • [3] A new optimal approach to segmentation of 2D range scans to line sections
    张亮
    蒋荣欣
    陈耀武
    JournalofCentralSouthUniversityofTechnology, 2009, 16 (05) : 807 - 814
  • [4] A new optimal approach to segmentation of 2D range scans to line sections
    Liang Zhang
    Rong-xin Jiang
    Yao-wu Chen
    Journal of Central South University of Technology, 2009, 16 : 807 - 814
  • [5] A new optimal approach to segmentation of 2D range scans to line sections
    Zhang Liang
    Jiang Rong-xin
    Chen Yao-wu
    JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 2009, 16 (05): : 807 - 814
  • [6] 2D Amodal Instance Segmentation Guided by 3D Shape Prior
    Li, Zhixuan
    Ye, Weining
    Jiang, Tingting
    Huang, Tiejun
    COMPUTER VISION, ECCV 2022, PT XXIX, 2022, 13689 : 165 - 181
  • [7] 2D and 3D shape based segmentation using deformable models
    El-Baz, A
    Yuksel, SE
    Shi, HJ
    Farag, AA
    El-Ghar, MA
    Eldiasty, T
    Ghoneim, MA
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2005, PT 2, 2005, 3750 : 821 - 829
  • [8] 2D Segmentation Using a Robust Active Shape Model with the em Algorithm
    Santiago, Carlos
    Nascimento, Jacinto C.
    Marques, Jorge S.
    IEEE Transactions on Image Processing, 2015, 24 (08) : 2592 - 2601
  • [9] Segmentation of 2D and 3D Objects with Intrinsically Similarity Invariant Shape Regularisers
    Hansen, Jacob Daniel Kirstejn
    Lauze, Francois
    SCALE SPACE AND VARIATIONAL METHODS IN COMPUTER VISION, SSVM 2019, 2019, 11603 : 369 - 380
  • [10] A new 2D histogram scheme for colour image segmentation
    Zennouhi, R.
    Masmoudi, L. H.
    IMAGING SCIENCE JOURNAL, 2009, 57 (05): : 260 - 265