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Versatile Video Coding (VVC) : Machine Learning and Heuristics - Mário Saldanha

Versatile Video Coding (VVC)

Machine Learning and Heuristics

By: Mário Saldanha, Gustavo Sanchez, César Marcon, Luciano Agostini

eText | 3 September 2022

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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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Non-FictionEngineering & TechnologyElectronics & Communications EngineeringElectronics EngineeringCircuits & ComponentsOther Technologies & Applied SciencesApplied OpticsImaging Systems & TechnologyComputing & I.T.Computer ScienceImage ProcessingComputer Hardware
Embedded SystemsDigital Signal Processing (DSP)

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