Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition)

<<< All content posted by permission of the DMCA. >>>

Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition) download AZW3, ebooks download, read online, Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition) by Marcelo Bertalmío

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.

Written by:

  • Author:
  • Publisher:Springer; 1st ed. 2018 edition
  • Date postings: September 11, 2018
  • Cover:
  • Tongue: English
  • ISBN-10: 3319960288
  • ISBN-13: 978-3319960289
  • Dimensions:6.1 x 9.2 inches
  • Weight: 1.8 pounds
  • Pages:333 pages
  • Series:Advances in Computer Vision and Pattern Recognition
  • Class:
  • Age:

Popular authors:

  • Author unknown Margaret Atwood Hoda Kotb Garth Stein Ta-Nehisi Coates Dav Pilkey Mirako Press Garrett M. Graff Dan Bongino Ryan Holiday Ann Patchett Ronan Farrow Ruth Ware IglooBooks MegaCalendars Alison Roman Michael Connelly Laura Lippman Elin Hilderbrand Tui T. Sutherland Bob Goff Andrew Rea Alice Schertle Elton John John Sandford Susan Peirce Thompson Gregg Jarrett Hannah Shaw Sonia Sotomayor Ibram X. Kendi Marty Smith Hillary Rodham Clinton Nathan W. Pyle Paul McCartney Julien Coallier Megan Miranda New York Times Mark Hyman Tieghan Gerard Panda Studio John Grisham Wizards RPG Team Ray Dalio Jim Zub Paul Jenson Lee Child Lara Prescott Emma Walton Hamilton Lucasfilm Ltd Deborah Lipstadt Timothy Zahn James Patterson Bill O'Reilly Bret Contreras Day Dream Sandra Brown Bluesky Planners Rogue Plus Publishing Wild Pages Press Madonna Gauding Robert Crais Moito Publishing Jonathan Cahn The Pokemon Company International Hunter Pollack Shea SERRANO Creative art planners Rebekah Lyons Rose & Sky Planners Dr. Seuss David Baldacci Ann M. Martin Richard Russo Dartan Creations Nora Roberts Malcolm Gladwell Richard Thomas Edwards Mike Rowe Holly Black Doug Wead Simple Print Press American Psychological Association James Manning Willow Creek Press Recipe Junkies Creative Notebooks Carla Hale Lee Smith Ben Horowitz Weekly planner Ree Drummond Neal Shusterman Tim McGraw Creative Juices Publishing Orange Circle Studio Michael Bazzell sprakles Brian Kilmeade Jojo Moyes Nicholas Lambert

  • Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends (Advances in Computer Vision and Pattern Recognition) Book Reviews:

    • jessetam

    • Marcha, West Bengal, India

    • 2019-06-27 04:03

    so so so so awesome, till the last 1/3 or so when hike wanted to shoot myself.

    • pavelterentyev

    • Quinara, Guinea-Bissau

    • 2019-06-21 01:11

    This is a great story for summer book-learning and travelling. It's a memory of Announce Bryson's pilgrimmage to put up the Appalachian Way. I actually listened to the audiobook rewording, which was nice because the narrator's voice is very soothing.