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portada Versatile Video Coding (VVC): Machine Learning and Heuristics
Type
Physical Book
Author
Publisher
Language
English
Pages
123
Format
Hardcover
Dimensions
24.4x17x1.3 cm
Weight
0.39 kg.
ISBN13
9783031116391
Edition No.
1
Categories

Versatile Video Coding (VVC): Machine Learning and Heuristics

Mário Saldanha (Author) · Gustavo Sanchez (Author) · César Marcon (Author) · Springer · Hardcover

Versatile Video Coding (VVC): Machine Learning and Heuristics - Saldanha, Mário ; Sanchez, Gustavo ; Marcon, César

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Synopsis "Versatile Video Coding (VVC): Machine Learning and Heuristics"

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, 360 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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