Intelligent Image and Video Compression

  • Publsiher : Academic Press
  • Release : 01 March 2021
  • ISBN : 9780128203545
  • Page : 656 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Intelligent Image and Video Compression written by Fan Zhang and published by Academic Press. This book was released on 01 March 2021 with total page 656 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Intelligent Image and Video Compression: Communicating Pictures, Second Edition explains the requirements, analysis, design and application of a modern video coding system. It draws on the authors’ extensive academic and professional experience in this field to deliver a text that is algorithmically rigorous yet accessible, relevant to modern standards and practical. It builds on a thorough grounding in mathematical foundations and visual perception to demonstrate how modern image and video compression methods can be designed to meet the rate-quality performance levels demanded by today's applications and users, in the context of prevailing network constraints. An approach that combines algorithmic rigor with practical implementation using numerous worked examples Explains how video compression methods exploit statistical redundancies, natural correlations and knowledge of human perception to improve performance Uses contemporary video coding standards (AVC and HEVC) as a vehicle for explaining block-based compression Provides broad coverage of important topics such as visual quality assessment and video streaming. New to this edition: Coverage of new more immersive applications, explaining compression requirements and solutions for HDR and UHDTV, VR, AR and MR Description of how we can measure viewer engagement with these applications An introduction to machine learning algorithms and coverage of how these can optimize compression tools and their performance Inclusion of the latest advances in perceptual metrics, such as VMAF Description of new and extended databases for video quality evaluation and for training machine learning systems Coverage of recent innovations and standards to support adaptive video streaming A review of the perceptual influences of dynamic range including descriptions of perceptual quantization and new formats A comprehensive update on recent compression standards to include the key attributes of new and emerging standards such as AV1, VVC and AV2

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