scholarly journals Attributed Graph Matching for Image-Features Association Using SIFT Descriptors

2010 ◽  
pp. 254-263 ◽  
Author(s):  
Gerard Sanromà ◽  
René Alquézar ◽  
Francesc Serratosa
Keyword(s):  
Graph Matching ◽  
Image Features ◽  
Attributed Graph

Cerebrovascular network registration via an efficient attributed graph matching technique

2018 ◽  
Vol 46 ◽  
pp. 118-129 ◽  
Author(s):  
Sepideh Almasi ◽  
Alexandra Lauric ◽  
Adel Malek ◽  
Eric L. Miller
Keyword(s):  
Graph Matching ◽  
Attributed Graph ◽  
Matching Technique

A LEARNING-BASED FRAMEWORK FOR GRAPH MATCHING

2004 ◽  
Vol 18 (03) ◽  
pp. 355-374 ◽  
Author(s):  
M. A. VAN WYK ◽  
B. J. VAN WYK
Keyword(s):  
Reproducing Kernel ◽  
Graph Matching ◽  
Reproducing Kernel Hilbert Space ◽  
Explicit Calculation ◽  
Input Output ◽  
Attributed Graph ◽  
Special Cases ◽  
Variable Mapping ◽  
Improved Performance ◽  
Feature Augmentation

This paper presents a unifying review of a learning-based framework for kernel-based attributed graph matching. The framework, which includes as special cases the RKHS Interplator-Based Graph Matching (RIGM) and Interpolator-Based Kronecker Product Graph Matching (IBKPGM) algorithms, incorporates a general approach where no assumption is made about the adjacency structure of the graphs to be matched. Corresponding pairs of attributed adjacency matrices and attribute vectors of an input and reference graph are used as the input–output training set of a constrained multi-input multi-output multi-variable mapping to be learned. It is shown that a Reproducing Kernel Hilbert Space (RKHS) based interpolator can be used to infer this mapping. Partially constraining the inferred mapping by the generation of additional consistency input–output training pairs and the use of polynomial feature augmentation lead to improved performance. The proposed learning-based framework avoids the explicit calculation of compatibility values.

Plane Geometry Figure Retrieval Based on Bilayer Geometric Attributed Graph Matching

2014 ◽  
Author(s):  
Lu Liu ◽  
Xiaoqing Lu ◽  
Songping Fu ◽  
Jingwei Qu ◽  
Liangcai Gao ◽  
...  
Keyword(s):  
Graph Matching ◽  
Plane Geometry ◽  
Attributed Graph

A map-search framework based on attributed graph matching

2010 ◽  
Vol 17 (3) ◽  
pp. 24-33 ◽  
Author(s):  
Athanasios Mademlis ◽  
Michael Strintzis ◽  
Konstantinos Kostopoulos ◽  
Konstantinos Moustakas ◽  
Dimitrios Tzovaras
Keyword(s):  
Graph Matching ◽  
Attributed Graph ◽  
Map Search
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