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

Specificaties
Gebonden, blz. | Engels
Elsevier Science | e druk, 2019
ISBN13: 9780444641403
Rubricering
Elsevier Science e druk, 2019 9780444641403
Onderdeel van serie Handbook of Numerical Analysis
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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.

Specificaties

ISBN13:9780444641403
Taal:Engels
Bindwijze:Gebonden

Inhoudsopgave

<p>1. Diffusion operators for multimodal data analysis<br>Tal Shnitzer, Roy R. Lederman, Gi-Ren Liu, Ronen Talmon and Hau-tieng Wu<br>2. Intrinsic and extrinsic operators for shape analysis<br>Yu Wang and Justin Solomon<br>3. Operator-based representations of discrete tangent vector fields<br>Mirela Ben-Chen and Omri Azencot<br>4. Active contour methods on arbitrary graphs based on partial differential equations<br>Christos Sakaridis, Nikos Kolotouros, Kimon Drakopoulos and Petros Maragos<br>5. Fast operator-splitting algorithms for variational imaging models: Some recent developments<br>Roland Glowinski, Shousheng Luo and Xue-Cheng Tai<br>6. From active contours to minimal geodesic paths: New solutions to active contours problems by Eikonal equations<br>Da Chen and Laurent D. Cohen<br>7. Computable invariants for curves and surfaces<br>Oshri Halimi, Dan Raviv, Yonathan Aflalo and Ron Kimmel<br>8. Solving PDEs on manifolds represented as point clouds and applications<br>Rongjie Lai and Hongkai Zhao<br>9. Tightening continuous relaxations for MAP inference in discrete MRFs: A survey<br>Hariprasad Kannan, Nikos Komodakis and Nikos Paragios<br>10. Lagrangian methods for composite optimization<br>Shoham Sabach and Marc Teboulle<br>11. Generating structured nonsmooth priors and associated primal-dual methods<br>Michael Hintermuller and Kostas Papafitsoros<br>12. Graph-based optimization approaches for machine learning, uncertainty quantification and networks<br>Andrea L. Bertozzi and Ekaterina Merkurjev<br>13. Survey of fast algorithms for Euler’s elastica-based image segmentation<br>Sung Ha Kang, Xuecheng Tai and Wei Zhu<br>14. Recent advances in denoising of manifold-valued images<br>R. Bergmann, F. Laus, J. Persch and G. Steidl<br>15. Image and surface registration<br>Ke Chen, Lok Ming Lui and Jan Modersitzki<br>16. Metric registration of curves and surfaces using optimal control<br>Martin Bauer, Nicolas Charon and Laurent Younes<br>17. Efficient and accurate structure preserving schemes for complex nonlinear systems<br>Jie Shen</p>
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        Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2