Versatile Video Coding (VVC): Machine Learning and Heuristics


Versatile Video Coding (VVC): Machine Learning and Heuristics (Synthesis Lectures on Engineering, Science, and Technology) 1st ed. 2022 Edition
by Mário Saldanha,Gustavo Sanchez,César Marcon,Luciano Agostini(Author)
Publisher Finelybook 出版社: ; 1st ed. 2022 edition (September 4, 2022)
Language 语言: English
pages 页数: 134 pages
ISBN-10 书号: 3031116399
ISBN-13 书号: 9783031116391


Book Description
This book discusses the Versatile Video Coding (VVC), the ISO and ITU state-of-the-art video coding standard. VVC reaches a compression efficiency significantly higher than its predecessor standard (HEVC) and it has a high versatility for efficient use in a broad range of applications and different types of video content, including Ultra-High Definition (UHD), High-Dynamic Range (HDR), screen content, 360º videos, and resolution adaptivity. The authors introduce the novel VVC tools for block partitioning, intra-frame and inter-frames predictions, transforms, quantization, entropy coding, and in-loop filtering. The authors also present some solutions exploring VVC encoding behavior at different levels to accelerate the intra-frame prediction, applying statistical-based heuristics and machine learning (ML) techniques.

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