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.
ISBN: | 9780444641403 |
Publication date: | 15th October 2019 |
Author: | Ron (Technion - Israel Institute of Technology, Israel) Kimmel |
Publisher: | North-Holland an imprint of Elsevier Science & Technology |
Format: | Hardback |
Pagination: | 706 pages |
Series: | Handbook of Numerical Analysis |
Genres: |
Numerical analysis |