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Hardcover - 9781447140740
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Beschreibung
This book reviews the algorithms for processing geometric data, with a practical focus on important techniques not covered by traditional courses on computer vision and computer graphics. Features: presents an overview of the underlying mathematical theory, covering vector spaces, metric space, affine spaces, differential geometry, and finite difference methods for derivatives and differential equations; reviews geometry representations, including polygonal meshes, splines, and subdivision surfaces; examines techniques for computing curvature from polygonal meshes; describes algorithms for mesh smoothing, mesh parametrization, and mesh optimization and simplification; discusses point location databases and convex hulls of point sets; investigates the reconstruction of triangle meshes from point clouds, including methods for registration of point clouds and surface reconstruction; provides additional material at a supplementary website; includes self-study exercises throughout the text.
Foundations, Algorithms, and Methods
Foundations, Algorithms, and Methods
Details
| Verlag | Springer London |
| Ersterscheinung | 11. Juni 2014 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 522 Gramm |
| Format | Softcover |
| ISBN-13 | 9781447160311 |
| Auflage | 2012 |
| Seiten | 326 |
Schlagwörter
Artificial Intelligence, Computer Graphics, Computer Vision, Computer-Aided Design (CAD), Computer-Aided Engineering (CAD - CAE) and Design, Grafikprogrammierung, Künstliche Intelligenz, Maschinelles Sehen - Bildverstehen, Mathematical Applications in Computer Science, Mathematik für Informatiker, Symbolic and Algebraic Manipulation, Theoretische Informatik
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