TY - BOOK
T1 - Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 1
A2 - TAI, Xue-Cheng
A2 - Kimmel, Ron
PY - 2018/11/8
Y1 - 2018/11/8
N2 - 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.
AB - 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.
UR - https://www.elsevier.com/books/processing-analyzing-and-learning-of-images-shapes-and-forms-part-1/kimmel/978-0-444-64205-9
M3 - Book or report
SN - 9780444642059
T3 - Handbook of Numerical Analysis
BT - Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 1
PB - North-Holland Publ Co
ER -