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Super-Resolution Imaging (Digital Imaging and Computer Vision)

Super-Resolution Imaging (Digital Imaging and Computer Vision)

Super-Resolution Imaging (Digital Imaging and Computer Vision)
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Super-Resolution Imaging (Digital Imaging and Computer Vision) Hardback - 2010 - 1st Edition

by Peyman Milanfar (Editor)

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CRC Press. Used - Good. Ships from UK in 48 hours or less (usually same day). Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. 100% money back guarantee. We are a world class secondhand bookstore based in Hertfordshire, United Kingdom and specialize in high quality textbooks across an enormous variety of subjects. We aim to provide a vast range of textbooks, rare and collectible books at a great price. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. We provide a 100% money back guarantee and are dedicated to providing our customers with the highest standards of service in the bookselling industry.
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Details

  • Title Super-Resolution Imaging (Digital Imaging and Computer Vision)
  • Author Peyman Milanfar (Editor)
  • Binding Hardback
  • Edition number 1st
  • Edition 1
  • Condition Used - Good
  • Pages 496
  • Volumes 1
  • Language ENG
  • Publisher CRC Press
  • Publication date 2010-09-07
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • Bookseller's Inventory # Z1-T-036-01771
  • ISBN 9781439819302 / 1439819300
  • Weight 1.84 lbs (0.83 kg)
  • Dimensions 9.4 x 6.67 x 1.17 in (23.88 x 16.94 x 2.97 cm)
  • Category Science
  • Library of Congress subjects Image processing - Digital techniques, High resolution imaging
  • Library of Congress Catalogue Number 2010031499
  • Dewey Decimal Code 621.367

About Phatpocket Limited Essex, United Kingdom

Specialising in: A-Level Textbooks, Gcse Textbooks, General Textbooks, University Textbooks
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Phatpocket Limited is a world class secondhand bookstore located in the Hertfordshire countryside in the United Kingdom. We specialize in textbooks across an enormous variety of subjects. We aim to provide a low cost source of high quality textbooks to the academic community. We also have a sizable collection of rare and collectible books.

We are dedicated to providing our customers with the highest standard of customer service in the bookselling business.

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From the publisher

With the exponential increase in computing power and broad proliferation of digital cameras, super-resolution imaging is poised to become the next "killer app." The growing interest in this technology has manifested itself in an explosion of literature on the subject. Super-Resolution Imaging consolidates key recent research contributions from eminent scholars and practitioners in this area and serves as a starting point for exploration into the state of the art in the field. It describes the latest in both theoretical and practical aspects of direct relevance to academia and industry, providing a base of understanding for future progress.

Features downloadable tools to supplement material found in the book

Recent advances in camera sensor technology have led to an increasingly larger number of pixels being crammed into ever-smaller spaces. This has resulted in an overall decline in the visual quality of recorded content, necessitating improvement of images through the use of post-processing. Providing a snapshot of the cutting edge in super-resolution imaging, this book focuses on methods and techniques to improve images and video beyond the capabilities of the sensors that acquired them. It covers:

  • History and future directions of super-resolution imaging

  • Locally adaptive processing methods versus globally optimal methods

  • Modern techniques for motion estimation

  • How to integrate robustness

  • Bayesian statistical approaches

  • Learning-based methods

  • Applications in remote sensing and medicine

  • Practical implementations and commercial products based on super-resolution

The book concludes by concentrating on multidisciplinary applications of super-resolution for a variety of fields. It covers a wide range of super-resolution imaging implementation techniques, including variational, feature-based, multi-channel, learning-based, locally adaptive, and nonparametric methods. This versatile book can be used as the basis for short courses for engineers and scientists, or as part of graduate-level courses in image processing.

Media reviews

Citations

  • Reference and Research Bk News, 02/01/2011, Page 325

About the author

Peyman Milanfar is Professor of Electrical Engineering at the University of California, Santa Cruz. He received a B.S. degree in Electrical Engineering/Mathematics from the University of California, Berkeley, and the Ph.D. degree in Electrical Engineering from the Massachusetts Institute of Technology. Prior to coming to UCSC, he was at SRI (formerly Stanford Research Institute) and served as a Consulting Professor of computer science at Stanford. In 2005 he founded MotionDSP, Inc., to bring state-of-art video enhancement technology to consumer and forensic markets. He is a Fellow of the IEEE for contributions to Inverse Problems and Super-resolution in Imaging.

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