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Processing, Analyzing and Learning of Images, Shapes, and Forms. Part 1 /

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Kimmel, Ron (Editor ), Tai, Xue-Cheng (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands : North Holland, 2018.
Colección:Handbook of numerical analysis ; v. 19.
Temas:
Acceso en línea:Texto completo
Texto completo

MARC

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245 0 0 |a Processing, Analyzing and Learning of Images, Shapes, and Forms.  |n Part 1 /  |c edited by Ron Kimmel, Xue-Cheng Tai. 
264 1 |a Amsterdam, Netherlands :  |b North Holland,  |c 2018. 
300 |a 1 online resource 
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490 1 |a Handbook of numerical analysis ;  |v volume 19 
520 |a 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. 
504 |a Includes bibliographical references and index. 
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