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Del 20

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

Inbunden, Engelska, 2019

AvRon Kimmel,Xue-Cheng Tai

2 729 kr

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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.



  • Covers contemporary developments relating to the analysis and learning of images, shapes and forms
  • Presents mathematical models and quick computational techniques relating to the topic
  • Provides broad coverage, with sample chapters presenting content on Alternating Diffusion and Generating Structured TV-based Priors and Associated Primal-dual Methods

Produktinformation

  • Utgivningsdatum2019-10-15
  • Mått152 x 229 x undefined mm
  • Vikt1 220 g
  • FormatInbunden
  • SpråkEngelska
  • SerieHandbook of Numerical Analysis
  • Antal sidor706
  • FörlagElsevier Science
  • ISBN9780444641403
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