Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 1

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis, Science, Earth Sciences, Geology
Cover of the book Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 1 by Ron Kimmel, Xue-Cheng Tai, Elsevier Science
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Author: Ron Kimmel, Xue-Cheng Tai ISBN: 9780444642066
Publisher: Elsevier Science Publication: November 8, 2018
Imprint: North Holland Language: English
Author: Ron Kimmel, Xue-Cheng Tai
ISBN: 9780444642066
Publisher: Elsevier Science
Publication: November 8, 2018
Imprint: North Holland
Language: English

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.

  • Presents a contemporary view on the topic, comprehensively covering the newest developments and content
  • Provides a comprehensive survey of the contemporary developments related to the analysis and learning of images, shapes and forms
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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