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portada Motion Deblurring: Algorithms and Systems
Type
Physical Book
Publisher
Author
Year
2014
Language
English
Pages
306
Format
Hardcover
Dimensions
24.9 x 17.0 x 2.0 cm
Weight
0.77 kg.
ISBN13
9781107044364
Edition No.
1
Categories

Motion Deblurring: Algorithms and Systems

Rajagopalan, A. N. ; Chellappa, Rama (Author) · Cambridge University Press · Hardcover

Motion Deblurring: Algorithms and Systems - Rajagopalan, A. N. ; Chellappa, Rama

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Synopsis "Motion Deblurring: Algorithms and Systems"

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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