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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Motion Deblurring
• Subtitle: Algorithms and Systems
• Author: A. N. Rajagopalan, Rama Chellappa
• Language: English
• Binding: Hardback
• Number of pages: 306
• EAN: 9781107044364
• ISBN: 1107044367
• ID: 02214449
• Publisher: Cambridge University Press
• Weight: 778 g
• Dimensions: 183 × 250 × 19 mm
• Date of publishing: 08. May 2014

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