Image Restoration: Fundamentals and Advances

Author:   Bahadir Kursat Gunturk (Louisiana State University, Baton Rouge, USA) ,  Xin Li (West Virginia University, Morgantown, USA)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781138071773


Pages:   378
Publication Date:   29 March 2017
Format:   Paperback
Availability:   In Print   Availability explained
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Image Restoration: Fundamentals and Advances


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Author:   Bahadir Kursat Gunturk (Louisiana State University, Baton Rouge, USA) ,  Xin Li (West Virginia University, Morgantown, USA)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.700kg
ISBN:  

9781138071773


ISBN 10:   1138071773
Pages:   378
Publication Date:   29 March 2017
Audience:   College/higher education ,  College/higher education ,  Tertiary & Higher Education ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Image Denoising: Past, Present, and Future. Fundamentals of Image Restoration. Restoration in the Presence of Unknown Spatially Varying Blur. Image Denoising and Restoration Based on Nonlocal Means. Sparsity-Regularized Image Restoration: Locality and Convexity Revisited. Resolution Enhancement Using Prior Information. Transform Domain-Based Learning for Super Resolution Restoration. Super Resolution for Multispectral Image Classification. Color Image Restoration Using Vector Filtering Operators. Document Image Restoration and Analysis as Separation of Mixtures of Patterns: From Linear to Nonlinear Models. Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera.

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Author Information

Bahadir K. Gunturk received his B.S. degree from Bilkent University, Turkey, and his Ph.D. degree from the Georgia Institute of Technology in 1999 and 2003, respectively, both in electrical engineering. Since 2003, he has been with the Department of Electrical and Computer Engineering at Louisiana State University, where he is an associate professor. His research interests are in image processing and computer vision. Dr. Gunturk was a visiting scholar at the Air Force Research Lab in Dayton, Ohio, and at Columbia University in New York City. He is the recipient of the Outstanding Research Award at the Center of Signal and Image Processing at Georgia Tech in 2001, the Air Force Summer Faculty Fellowship Program (SFFP) Award in 2011 and 2012, and named as a Flagship Faculty at Louisiana State University in 2009. Xin Li received his B.S. degree with highest honors in electronic engineering and information science from the University of Science and Technology of China, Hefei, in 1996, and his Ph.D. degree in electrical engineering from Princeton University, Princeton, New Jersey, in 2000. He was a member of the technical staff with Sharp Laboratories of America, Camas, Washington, from August 2000 to December 2002. Since January 2003, he has been a faculty member in the Lane Department of Computer Science and Electrical Engineering at West Virginia University. He is currently a tenured associate professor at that school. His research interests include image/video coding and processing. Dr. Li received a Best Student Paper Award at the Visual Communications and Image Processing Conference in 2001; a runner-up prize of Best Student Paper Award at the IEEE Asilomar Conference on Signals, Systems and Computers in 2006; and a Best Paper Award at the Visual Communications and Image Processing Conference in 2010.

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