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.
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- ISBN:
- 9780444641403
- 9780444641403
- Category:
- Calculus & mathematical analysis
- Format:
- Hardback
- Publication Date:
- 25-10-2019
- Language:
- English
- Publisher:
- Elsevier Science & Technology
- Country of origin:
- United Kingdom
- Dimensions (mm):
- 228.6x152.4mm
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