Motion Deblurring: Algorithms and Systems
ISBN-13:
9781107044364
ISBN-10:
1107044367
Edition:
1
Author:
Rama Chellappa, A.N. Rajagopalan
Publication date:
2014
Publisher:
Cambridge University Press
Format:
Hardcover
306 pages
FREE US shipping
Book details
ISBN-13:
9781107044364
ISBN-10:
1107044367
Edition:
1
Author:
Rama Chellappa, A.N. Rajagopalan
Publication date:
2014
Publisher:
Cambridge University Press
Format:
Hardcover
306 pages
Summary
Motion Deblurring: Algorithms and Systems (ISBN-13: 9781107044364 and ISBN-10: 1107044367), written by authors
Rama Chellappa, A.N. Rajagopalan, was published by Cambridge University Press in 2014.
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Description
A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an algorithms perspective, blind and non-blind approaches are discussed, including the use of single or multiple images; projective motion blur model; image priors and parametric models; high dynamic range imaging in the irradiance domain; and image recognition in blur. Performance limits for motion deblurring cameras are also presented. From a systems perspective, hybrid frameworks combining low-resolution-high-speed and high-resolution-low-speed cameras are described, along with the use of inertial sensors and coded exposure cameras. Also covered is an architecture exploiting compressive sensing for video recovery. A valuable resource for researchers and practitioners in computer vision, image processing, and related fields.
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