Processing, analyzing and learning of images, shapes, and forms. Part 1 /
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Amsterdam :
North Holland,
2019.
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| Series: | Handbook of numerical analysis ;
volume 20 |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Item Description: | Originally published: 2018. <p>1. Diffusion operators for multimodal data analysis <i>Tal Shnitzer, Roy R. Lederman, Gi-Ren Liu, Ronen Talmon and Hau-tieng Wu </i>2. Intrinsic and extrinsic operators for shape analysis <i>Yu Wang and Justin Solomon </i>3. Operator-based representations of discrete tangent vector fields <i>Mirela Ben-Chen and Omri Azencot </i>4. Active contour methods on arbitrary graphs based on partial differential equations <i>Christos Sakaridis, Nikos Kolotouros, Kimon Drakopoulos and Petros Maragos </i>5. Fast operator-splitting algorithms for variational imaging models: Some recent developments <i>Roland Glowinski, Shousheng Luo and Xue-Cheng Tai </i>6. From active contours to minimal geodesic paths: New solutions to active contours problems by Eikonal equations <i>Da Chen and Laurent D. Cohen </i>7. Computable invariants for curves and surfaces <i>Oshri Halimi, Dan Raviv, Yonathan Aflalo and Ron Kimmel </i>8. Solving PDEs on manifolds represented as point clouds and applications <i>Rongjie Lai and Hongkai Zhao </i>9. Tightening continuous relaxations for MAP inference in discrete MRFs: A survey <i>Hariprasad Kannan, Nikos Komodakis and Nikos Paragios </i>10. Lagrangian methods for composite optimization <i>Shoham Sabach and Marc Teboulle </i>11. Generating structured nonsmooth priors and associated primal-dual methods <i>Michael Hintermuller and Kostas Papafitsoros </i>12. Graph-based optimization approaches for machine learning, uncertainty quantification and networks <i>Andrea L. Bertozzi and Ekaterina Merkurjev </i>13. Survey of fast algorithms for Euler's elastica-based image segmentation <i>Sung Ha Kang, Xuecheng Tai and Wei Zhu </i>14. Recent advances in denoising of manifold-valued images <i>R. Bergmann, F. Laus, J. Persch and G. Steidl </i>15. Image and surface registration <i>Ke Chen, Lok Ming Lui and Jan Modersitzki </i>16. Metric registration of curves and surfaces using optimal control <i>Martin Bauer, Nicolas Charon and Laurent Younes </i>17. Efficient and accurate structure preserving schemes for complex nonlinear systems <i>Jie Shen</i></p> |
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| Physical Description: | 1 online resource. |
| ISBN: | 0444641416 9780444641410 |