Motion Deblurring: Algorithms and Systems - Hardcover

Hardcover

ISBN 10: 1107044367 ISBN 13: 9781107044364

Verlag: Cambridge University Press, 2014

Inhaltsangabe

This comprehensive guide to the restoration of images degraded by motion blur brings together a wide range of approaches to the problem, blending basic theory with cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers.

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Reseña del editor:

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.

Biografía del autor:

A. N. Rajagopalan is a Professor in the Department of Electrical Engineering at the Indian Institute of Technology, Madras. He co-authored the book Depth from Defocus: A Real Aperture Imaging Approach in 1998. He was Alexander von Humboldt Fellow in the Technical University of Munich in 2007–8, is a Fellow of the Indian National Academy of Engineering and a Senior Member of the IEEE. He also received the Outstanding Investigator Award from the Department of Atomic Energy, India in 2012.

Über diese Auflage

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2014
• ISBN 10: 1107044367
• ISBN 13: 9781107044364
• Einband: Tapa dura
• Anzahl der Seiten: 306
• Herausgeber: Rajagopalan A. N., Chellappa Rama