Motion Deblurring : Algorithms and Systems PDF
Edited by A. N. (Indian Institute of Technology, Madras) Rajagopalan, Rama (University of Maryland, College Park) Chellappa
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.
Information
-
Download - Immediately Available
- Format:PDF
- Pages:4 Tables, black and white; 50 Halftones, unspecified; 100 Line drawings, unspecified
- Publisher:Cambridge University Press
- Publication Date:05/06/2014
- Category:
- ISBN:9781139950466
Information
-
Download - Immediately Available
- Format:PDF
- Pages:4 Tables, black and white; 50 Halftones, unspecified; 100 Line drawings, unspecified
- Publisher:Cambridge University Press
- Publication Date:05/06/2014
- Category:
- ISBN:9781139950466
