Point pattern matching algorithm based on local topological characteristic and probabilistic relaxation labeling

2016 ◽  
Author(s):  
Lin Lei ◽  
Huanxin Zou ◽  
Xiongqing Zhong
Keyword(s):  
Pattern Matching ◽  
Point Pattern ◽  
Topological Characteristic ◽  
Matching Algorithm ◽  
Relaxation Labeling ◽  
Point Pattern Matching ◽  
Probabilistic Relaxation ◽  
Pattern Matching Algorithm

scholarly journals Point Pattern Matching Algorithm for Planar Point Sets under Euclidean Transform

2012 ◽  
Vol 2012 ◽  
pp. 1-12 ◽  
Author(s):  
Xiaoyun Wang ◽  
Xianquan Zhang
Keyword(s):  
Pattern Matching ◽  
Complete Graph ◽  
Point Pattern ◽  
Point Sets ◽  
Matching Problem ◽  
Matching Algorithm ◽  
Planar Point ◽  
Point Pattern Matching ◽  
Point Set ◽  
Pattern Matching Algorithm

Point pattern matching is an important topic of computer vision and pattern recognition. In this paper, we propose a point pattern matching algorithm for two planar point sets under Euclidean transform. We view a point set as a complete graph, establish the relation between the point set and the complete graph, and solve the point pattern matching problem by finding congruent complete graphs. Experiments are conducted to show the effectiveness and robustness of the proposed algorithm.

Point-pattern matching based on point pair local topology and probabilistic relaxation labeling

2016 ◽  
Vol 34 (1) ◽  
pp. 55-65 ◽  
Author(s):  
Wanxia Deng ◽  
Huanxin Zou ◽  
Fang Guo ◽  
Lin Lei ◽  
Shilin Zhou
Keyword(s):  
Pattern Matching ◽  
Point Pattern ◽  
Relaxation Labeling ◽  
Point Pair ◽  
Point Pattern Matching ◽  
Probabilistic Relaxation ◽  
Local Topology
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