Topological data analysis for scientific visualization
Tierny, Julien
Topological data analysis for scientific visualization - Cham Springer 2017 - xv, 150 p. col. ill. 24 cm. - Mathematics and visualization 1612-3786 .
Includes bibliographical references and index.
Combining theoretical and practical aspects of topology, this book delivers a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data. Theoretical concepts are presented in a thorough but intuitive manner, with many high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in details, and their application is carefully illustrated in a chapter dedicated to concrete use cases. With its fine balance between theory and practice, "Topological Data Analysis for Scientific Visualization" constitutes an appealing introduction to the increasingly important topic of topological data analysis, for lecturers, students and researchers.
9783319715063
Computer graphics
Algorithms
Visualization
Topology
Computational complexity
Information visualization
Computer Imaging, Vision, Pattern Recognition and Graphics
Mathematical Software
Discrete mathematics
Mathematical and​ statistical software
Combinatorics and​ graph theory
514 / TIE
Topological data analysis for scientific visualization - Cham Springer 2017 - xv, 150 p. col. ill. 24 cm. - Mathematics and visualization 1612-3786 .
Includes bibliographical references and index.
Combining theoretical and practical aspects of topology, this book delivers a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data. Theoretical concepts are presented in a thorough but intuitive manner, with many high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in details, and their application is carefully illustrated in a chapter dedicated to concrete use cases. With its fine balance between theory and practice, "Topological Data Analysis for Scientific Visualization" constitutes an appealing introduction to the increasingly important topic of topological data analysis, for lecturers, students and researchers.
9783319715063
Computer graphics
Algorithms
Visualization
Topology
Computational complexity
Information visualization
Computer Imaging, Vision, Pattern Recognition and Graphics
Mathematical Software
Discrete mathematics
Mathematical and​ statistical software
Combinatorics and​ graph theory
514 / TIE