Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition)
Language: English
Published by Springer, 2018
Series: Book 67 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
- Used
Seller: Oblivion Books, Seattle, WA, U.S.A.Oblivion Books
AbeBooks seller since November 5, 1999
Condition: Used - Very good
£ 93.16
Quantity: 1 available
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Hardcover. Clean text - NO writing, NO highlighting to text. Very good. Oversized. Clean text -- NO writing, NO highlighting to text.ÂPLEASE NOTE: Domestic US media (standard) US orders ONLY. NO international orders.
Seller Inventory # mon0000221221
- Title
- Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition)
- Publisher
- Springer
- Publication year
- 2018
- Condition
- Very Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 3319960288
- ISBN 13
- 9783319960289
- Series
- Book 67 of 86: Advances in Computer Vision and Pattern Recognition
This unique text/reference presents a detailed review of noise removal for photographs and video. An international selection of expert contributors provide their insights into the fundamental challenges that remain in the field of denoising, examining how to properly model noise in real scenarios, how to tailor denoising algorithms to these models, and how to evaluate the results in a way that is consistent with perceived image quality. The book offers comprehensive coverage from problem formulation to the evaluation of denoising methods, from historical perspectives to state-of-the-art algorithms, and from fast real-time techniques that can be implemented in-camera to powerful and computationally intensive methods for off-line processing.
Topics and features: describes the basic methods for the analysis of signal-dependent and correlated noise, and the key concepts underlying sparsity-based image denoising algorithms; reviews the most successful variational approaches for image reconstruction, and introduces convolutional neural network-based denoising methods; provides an overview of the use of Gaussian priors for patch-based image denoising, and examines the potential of internal denoising; discusses selection and estimation strategies for patch-based video denoising, and explores how noise enters the imaging pipeline; surveys the properties of real camera noise, and outlines a fast approximation of nonlocal means filtering; proposes routes to improving denoising results via indirectly denoising a transform of the image, considering the right noise model and taking into account the perceived quality of the outputs.
This concise and clearly written volume will be of great value to researchers and professionals working in image processing and computer vision. The book will also serve as an accessible reference for advanced undergraduate and graduate students in computer science, applied mathematics, and related fields.
"The relentless quest for higher image resolution, greater ISO sensitivity, faster frame rates and smaller imaging sensors in digital imaging and videography has demanded unprecedented innovation and improvement in noise reduction technologies. This book provides a comprehensive treatment of all aspects of image noise including noise modelling, state of the art noise reduction technologies and visual perception and quantitative evaluation of noise.”
Geoff Woolfe, Former President of The Society for Imaging Science and Technology.
"This book on denoising of photographic images and video is the most comprehensive and up-to-date account of this deep and classic problem of image processing. The progress on its solution is being spectacular. This volume therefore is a must read for all engineers and researchers concerned with image and video quality."
Jean-Michel Morel, Professor at Ecole Normale Supérieure de Cachan, France.
"Synopsis" may belong to another edition of this title.
About the Author
Marcelo Bertalmío is a Professor in the Department of Information and Communication Technologies at Universitat Pompeu Fabra, Barcelona, Spain.
"About the title" may belong to another edition of this title.
Oblivion Books
Seattle, WA, U.S.A.
AbeBooks seller since November 5, 1999
Shipping rates within U.S.A.
| Item | 5 to 14 business days | 3 to 6 business days |
|---|---|---|
| First item | £ 4.11 | £ 6.35 |
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Oblivion Books is a general used bookstore with both an on-line and physical presence in Seattle’s Seward Park neighborhood. Oblivion Books features a wide-ranging inventory of books, ephemera, DVDs, CDs, LPs, and original artworks. Oblivion Books is owned and operated by Edward Guerriero, an independent used and rare bookseller since 1993. Oblivion Books buys and sell books, DVDs, CDs, LPs, original artworks, and ephemera daily in and around the Seattle area. Oblivion Books purchases small estates or entire collections, and we make prompt house calls. We have been buying book estates and media collections for over 25 years, and we pay above the industry standard for your used and rare items. We are happy to travel outside the Pacific Northwest for especially large and rare book libraries, film, and music collections. Please contact us by email eddieoblivion@gmail.com or by telephone (206-355-8308). Oblivion Books is also a vehicle for the cultural production of books, ephemera, music, and film. Please see www.oblivionbooks.com/productions to peruse and purchase our current and forthcoming projects. Oblivion Archives assembles collections in various cultural domains. Oblivion Archives currently holds archives with a concentration on the printer matter and original documents of the Dada movement, Fluxus and Fluxus related artists, and the Letterist and Situationist International (Internationale Lettriste and Internationale Situationniste).…
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Philosophy and Critical Theory, Radical Literature, and Design, Architecture, Art, Modern Firsts and Fine LiteratureSeller's business information
Oblivion Books
PO Box 28424
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Oblivion Enterprises, Inc.
oblivionbks@aol.com 206-355-8308
PO Box 28424 Seattle, WA 98118
Edward J. Guerriero, President
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