Peyman Milanfar, "Super - Resolution Imaging"
English | 2010 | ISBN: 1439819300 | 490 pages | PDF | 8,4 MB
This book functions as the definitive overview of the field of super - resolution imaging. Written by the leading researchers in the field of image and video super - resolution, it surveys the latest state - of - the - art techniques in super - resolution imaging. Each detailed chapter provides coverage of the implementations and applications of super - resolution imaging. Its 14 sections span a wide range of modern super - resolution imaging techniques and includes variational, Bayesian, feature - based, multi - channel, learning - based, locally adaptive, and nonparametric methods. It discusses, among others, medical, military, and remote - sensing applications. The book can be used as a reference, a basis for short - courses on the subject, or as part of a graduate course on digital image processing.
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