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Image restoration : fundamentals and advances

Author: Bahadir K Gunturk; Xin Li
Publisher: Boca Raton, FL : CRC Press, 2013.
Series: Digital imaging and computer vision series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Addressing a variety of applications, this book covers a wide range of topics pertaining to image restoration. Topics covered include image denoising, document image analysis, remote sensing applications, and image formation modeling. Content also addresses blind image restoration, iterative optimization techniques, learning-based image restoration, and non-local approach, as well as super-resolution,
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Image restoration.
Boca Raton, FL : CRC Press, 2013
(DLC) 2012021570
(OCoLC)694393673
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Bahadir K Gunturk; Xin Li
ISBN: 9781439869567 1439869561
OCLC Number: 809214392
Description: 1 online resource.
Contents: 1. Image denoising : past, present, and future / Xin Li --
2. Fundamentals of image restoration / Bahadir K. Gunturk --
3. Restoration in the presence of unknown spatially varying blur / Michal Šorel and Filip Šroubek --
4. Image denoising and restoration based on nonlocal means / Peter van Beek, Yeping Su, and Junlan Yang --
5. Sparsity-regularized image restoration : locality and convexity revisited / Weisheng Dong and Xin Li --
6. Resolution enhancement using prior information / Hsin M. Shieh, Charles L. Byrne, and Michael A. Fiddy --
7. Transform domain-based learning for super resolution restoration / Prakash P. Gajjar, Manjunath V. Joshi, and Kishor P. Upla --
8. Super resolution for multispectral image classification / Feng Li [and others] --
9. Color image restoration using vector filtering operators / Rastislav Lukac --
10. Document image restoration and analysis as separation of mixtures of patterns : from linear to nonlinear models / Anna Tonazzini, Ivan Gerace, and Francesca Martinelli --
11. Correction of spatially varying image and video motion blur using a hybrid camera / Yu-Wing Tai and Michael S. Brown.
Series Title: Digital imaging and computer vision series.
Responsibility: editors, Bahadir K. Gunturk, Xin Li.

Abstract:

"Addressing a variety of applications, this book covers a wide range of topics pertaining to image restoration. Topics covered include image denoising, document image analysis, remote sensing applications, and image formation modeling. Content also addresses blind image restoration, iterative optimization techniques, learning-based image restoration, and non-local approach, as well as super-resolution, multi-spectral restoration, and video inpainting. Contributors from various countries help readers understand the essentials, the state of the art, and the research directions. The text features background material, mathematical content, a survey of the methods, examples, comparisons, and a bibliography."--

"Digital Imaging and Computer Vision"--

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