Graph-Based Representations in Pattern Recognition

11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16–18, 2017, Proceedings

Pasquale Foggia, Cheng-Lin Liu, Mario Vento (Herausgeber)

Buch | Softcover

XV, 289 Seiten

2017 | 1st ed. 2017
Springer International Publishing (Verlag)
9783319589602 (ISBN)

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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.

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.

Erscheinungsdatum	11.05.2017
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XV, 289 p. 100 illus., 60 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	474 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithm analysis and problem complexity • Algorithms & Data Structures • Algorithms & data structures • Applications • Bipartite Graph Matching • Clustering • complex networks • Computer Graphics • Computer Science • computer vision • conference proceedings • data structures • Discrete Mathematics • Discrete mathematics in computer science • Dynamic Networks • Financial Markets • Graph Algorithms • graph-based imagaeand shape analysis • graph-based representations • graph classification • graph clustering • Graph Edit Distance • graphics programming • graph kernels • graph matching • Image Processing • image processing and computer vision • Informatics • large graphs and social network analysis • Magnetic Resonance Imaging • Maths for computer scientists • Optimization • pattern recognition • Research • Robustness • saliency detection • structural pattern recognition
ISBN-13	9783319589602 / 9783319589602
Zustand	Neuware