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 (Author), Gustavo Sanchez (Author), César Marcon (Author), Luciano Agostini (Author)
Publisher Finelybook 出版社:Springer; 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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