Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 1 |
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Volume Editor:
| Kimmel, Ron Tai, Xue-Cheng |
Series title: | Handbook of Numerical Analysis Ser. |
ISBN: | 978-0-444-64205-9 |
Publication Date: | Nov 2018 |
Publisher: | Elsevier Science & Technology
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Imprint: | North Holland |
Book Format: | Hardback |
List Price: | AUD $353.95 |
Book Description:
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Processing, Analyzing and Learning of Images, Shapes, and Forms: Volume 19, Part One provides a comprehensive survey of the contemporary developments related to the analysis and learning of images, shapes and forms. It covers mathematical models as well as fast computational techniques, and includes new chapters on Alternating diffusion: a geometric approach for sensor fusion, Shape Correspondence and Functional Maps, Geometric models for perception-based image processing,...
More Description
Processing, Analyzing and Learning of Images, Shapes, and Forms: Volume 19, Part One provides a comprehensive survey of the contemporary developments related to the analysis and learning of images, shapes and forms. It covers mathematical models as well as fast computational techniques, and includes new chapters on Alternating diffusion: a geometric approach for sensor fusion, Shape Correspondence and Functional Maps, Geometric models for perception-based image processing, Decomposition schemes for nonconvex composite minimization: theory and applications, Low rank matrix recovery: algorithms and theory, Geometry and learning for deformation shape correspondence, and Factoring scene layout from monocular images in presence of occlusion.