Matches in SemOpenAlex for { <https://semopenalex.org/work/W2419507445> ?p ?o ?g. }
- W2419507445 abstract "Graph matching, which refers to a class of computational problems of finding an optimal correspondence between the vertices of graphs to minimize (maximize) their node and edge disagreements (affinities), is a fundamental problem in computer science and relates to many areas such as combinatorics, pattern recognition, multimedia and computer vision. Compared with the exact graph (sub)isomorphism often considered in a theoretical setting, inexact weighted graph matching receives more attentions due to its flexibility and practical utility. A short review of the recent research activity concerning (inexact) weighted graph matching is presented, detailing the methodologies, formulations, and algorithms. It highlights the methods under several key bullets, e.g. how many graphs are involved, how the affinity is modeled, how the problem order is explored, and how the matching procedure is conducted etc. Moreover, the research activity at the forefront of graph matching applications especially in computer vision, multimedia and machine learning is reported. The aim is to provide a systematic and compact framework regarding the recent development and the current state-of-the-arts in graph matching." @default.
- W2419507445 created "2016-06-24" @default.
- W2419507445 creator A5015874725 @default.
- W2419507445 creator A5019708391 @default.
- W2419507445 creator A5046703129 @default.
- W2419507445 creator A5059372830 @default.
- W2419507445 creator A5074514262 @default.
- W2419507445 creator A5087158377 @default.
- W2419507445 date "2016-06-06" @default.
- W2419507445 modified "2023-10-02" @default.
- W2419507445 title "A Short Survey of Recent Advances in Graph Matching" @default.
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