Processing, Analyzing and Learning of Images, Shapes, and Forms

Part 2

706 Seiten, Hardcover

Kurzbeschreibung des Verlags

Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2, Volume 20, surveys the contemporary developments relating to the analysis and learning of images, shapes and forms, covering mathematical models and quick computational techniques. Chapter cover Alternating Diffusion: A Geometric Approach for Sensor Fusion, Generating Structured TV-based Priors and Associated Primal-dual Methods, Graph-based Optimization Approaches for Machine Learning, Uncertainty Quantification and Networks, Extrinsic Shape Analysis from Boundary Representations, Efficient Numerical Methods for Gradient Flows and Phase-field Models, Recent Advances in Denoising of Manifold-Valued Images, Optimal Registration of Images, Surfaces and Shapes, and much more.

• Reihe: North Holland
• ISBN: 9780444641403
• Sprache: Englisch
• Erscheinungsdatum: 25.10.2019
• Größe: 229 x 152 mm
• Verlag: Elsevier Inc
• Herausgegeben von: Xue-Cheng Tai, Ron Kimmel