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Graph-Based Representations in Pattern Recognition [electronic resource] : 11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16-18, 2017, Proceedings / edited by Pasquale Foggia, Cheng-Lin Liu, Mario Vento.

Contributor(s): Foggia, Pasquale [editor.] | Liu, Cheng-Lin [editor.] | Vento, Mario [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Image Processing, Computer Vision, Pattern Recognition, and Graphics: 10310Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017.Description: XV, 289 p. 100 illus., 60 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319589619.Subject(s): Pattern recognition systems | Computer vision | Computer graphics | Computer science -- Mathematics | Discrete mathematics | Artificial intelligence -- Data processing | Algorithms | Automated Pattern Recognition | Computer Vision | Computer Graphics | Discrete Mathematics in Computer Science | Data Science | AlgorithmsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.4 Online resources: Click here to access online
Contents:
Image and shape analysis -- Learning and graph kernels -- Graph applications -- Graph matching -- Large graphs and social networks -- Minging and clustering -- Graph edit distance -- Graphs and information theory.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2017, held in Anacapri, Italy, in May 2017. The 25 full papers and 2 abstracts of invited papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers discuss research results and applications in the intersection of pattern recognition, image analysis, graph theory, and also the application of graphs to pattern recognition problems in other fields like computational topology, graphic recognition systems and bioinformatics.
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Image and shape analysis -- Learning and graph kernels -- Graph applications -- Graph matching -- Large graphs and social networks -- Minging and clustering -- Graph edit distance -- Graphs and information theory.

This book constitutes the refereed proceedings of the 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2017, held in Anacapri, Italy, in May 2017. The 25 full papers and 2 abstracts of invited papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers discuss research results and applications in the intersection of pattern recognition, image analysis, graph theory, and also the application of graphs to pattern recognition problems in other fields like computational topology, graphic recognition systems and bioinformatics.

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