Morphological Modeling of Terrains and Volume Data

This book describes the mathematical background behind discrete approaches to morphological analysis of scalar fields, with a focus on Morse theory and on the discrete theories due to Banchoff and Forman. The algorithms and data structures presented are used for terrain modeling and analysis, molecu...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Čomić, Lidija (Autor), De Floriani, Leila (Autor), Magillo, Paola (Autor), Iuricich, Federico (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:SpringerBriefs in Computer Science,
Temas:
Computer science-Mathematics.
Computer simulation.
Artificial intelligence-Data processing.
Mathematics of Computing.
Computer Modelling.
Data Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Background
  • Morphology Computation Algorithms: Generalities
  • Boundary-Based and Region-Growing Algorithms
  • Watershed Algorithms
  • A Combinatorial Approach Based on Forman Theory
  • Simplification and Multi-Resolution Representations
  • Experimental Analysis and Comparisons.

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