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 an...
Gespeichert in:
| Weitere beteiligte Personen: | , |
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| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2014
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| Links: | https://doi.org/10.1017/CBO9781107360181 |
| Zusammenfassung: | 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. |
| Umfang: | 1 Online-Ressource (xiv, 293 Seiten) |
| ISBN: | 9781107360181 |
Internformat
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| spelling | Motion deblurring algorithms and systems edited by A.N. Rajagopalan, Indian Institute of Technology, Madras, Rama Chellappa, University of Maryland, College Park Cambridge Cambridge University Press 2014 1 Online-Ressource (xiv, 293 Seiten) txt c cr 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. Chellappa, Rama Rajagopalan, A. N. Erscheint auch als Druck-Ausgabe 9781107044364 Erscheint auch als Druck-Ausgabe 9781107621497 |
| spellingShingle | Motion deblurring algorithms and systems |
| title | Motion deblurring algorithms and systems |
| title_auth | Motion deblurring algorithms and systems |
| title_exact_search | Motion deblurring algorithms and systems |
| title_full | Motion deblurring algorithms and systems edited by A.N. Rajagopalan, Indian Institute of Technology, Madras, Rama Chellappa, University of Maryland, College Park |
| title_fullStr | Motion deblurring algorithms and systems edited by A.N. Rajagopalan, Indian Institute of Technology, Madras, Rama Chellappa, University of Maryland, College Park |
| title_full_unstemmed | Motion deblurring algorithms and systems edited by A.N. Rajagopalan, Indian Institute of Technology, Madras, Rama Chellappa, University of Maryland, College Park |
| title_short | Motion deblurring |
| title_sort | motion deblurring algorithms and systems |
| title_sub | algorithms and systems |
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