| Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2: Volume 20 Contributor(s): Kimmel, Ron, Tai, Xue-Cheng |
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ISBN: 0444641408 ISBN-13: 9780444641403 Publisher: North-Holland OUR PRICE: $227.70 Product Type: Hardcover - Other Formats Published: October 2019 |
| Additional Information |
| BISAC Categories: - Mathematics | Mathematical Analysis - Mathematics | Numerical Analysis - Science | Earth Sciences - Geology |
| Series: Handbook of Numerical Analysis |
| Physical Information: 1.5" H x 6" W x 9" (2.44 lbs) 706 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |