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

Xue-Cheng TAI (Editor), Ron Kimmel (Editor)

Research output: Book/ReportBook or reportpeer-review

Abstract

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.
Original languageEnglish
PublisherNorth-Holland Publ Co
Number of pages157
ISBN (Electronic)9780444642066
ISBN (Print)9780444642059
Publication statusPublished - 8 Nov 2018

Publication series

NameHandbook of Numerical Analysis
PublisherNorth-Holland
Volume19
ISSN (Print)1570-8659

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