Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2: Volume 20

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.

• Format: Hardcover
• Language: English
• ISBN: 0444641408
• ISBN13: 9780444641403
• Release Date: October 2019
• Publisher: North-Holland
• Length: 706 Pages
• Weight: 2.44 lbs.
• Dimensions: 1.5" x 6.0" x 9.0"