Partial Shape Matching Using Transformation Parameter Similarity

被引:4
作者
Guerrero, Paul [1 ]
Auzinger, Thomas [1 ]
Wimmer, Michael [1 ]
Jeschke, Stefan
机构
[1] Vienna Univ Technol, Inst Comp Graph & Algorithms, A-1040 Vienna, Austria
基金
奥地利科学基金会;
关键词
computational geometry; 2D shape matching; I.3.5 [Computer Graphics]: Computational Geometry and Object Modelling-Hierarchy and geometric transforms; I.4.8 [Computer Graphics]: Scene Analysis-Shape; DEFORMATION; RECOGNITION; FRAMEWORK; FEATURES;
D O I
10.1111/cgf.12509
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, we present a method for non-rigid, partial shape matching in vector graphics. Given a user-specified query region in a 2D shape, similar regions are found, even if they are non-linearly distorted. Furthermore, a non-linear mapping is established between the query regions and these matches, which allows the automatic transfer of editing operations such as texturing. This is achieved by a two-step approach. First, pointwise correspondences between the query region and the whole shape are established. The transformation parameters of these correspondences are registered in an appropriate transformation space. For transformations between similar regions, these parameters form surfaces in transformation space, which are extracted in the second step of our method. The extracted regions may be related to the query region by a non-rigid transform, enabling non-rigid shape matching.
引用
收藏
页码:239 / 252
页数:14
相关论文
共 34 条
[1]  
Anguelov D., 2005, ADV NEURAL INFORM PR, V17, P33
[2]  
[Anonymous], 2010, LECT NOTES COMPUT SC
[3]   PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing [J].
Barnes, Connelly ;
Shechtman, Eli ;
Finkelstein, Adam ;
Goldman, Dan B. .
ACM TRANSACTIONS ON GRAPHICS, 2009, 28 (03)
[4]   Shape matching and object recognition using shape contexts [J].
Belongie, S ;
Malik, J ;
Puzicha, J .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (04) :509-522
[5]   Shape Analysis with Subspace Symmetries [J].
Berner, Alexander ;
Wand, Michael ;
Mitra, Niloy J. ;
Mewes, Daniel ;
Seidel, Hans-Peter .
COMPUTER GRAPHICS FORUM, 2011, 30 (02) :277-286
[6]   Generalized multidimensional scaling: A framework for isometry-invariant partial surface matching [J].
Bronstein, AM ;
Bronstein, MM ;
Kimmel, R .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (05) :1168-1172
[7]   Automatic registration for articulated shapes [J].
Chang, Will ;
Zwicker, Matthias .
COMPUTER GRAPHICS FORUM, 2008, 27 (05) :1459-1468
[8]   RepFinder: Finding Approximately Repeated Scene Elements for Image Editing [J].
Cheng, Ming-Ming ;
Zhang, Fang-Lue ;
Mitra, Niloy J. ;
Huang, Xiaolei ;
Hu, Shi-Min .
ACM TRANSACTIONS ON GRAPHICS, 2010, 29 (04)
[9]   Feature Correspondence and Deformable Object Matching via Agglomerative Correspondence Clustering [J].
Cho, Minsu ;
Lee, Jungmin ;
Lee, Kyoung Mu .
2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, :1280-1287
[10]   A new point matching algorithm for non-rigid registration [J].
Chui, HL ;
Rangarajan, A .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2003, 89 (2-3) :114-141