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.

Author: Mário Saldanha, Gustavo Sanchez, César Marcon
Publisher: Springer
Published: 09/05/2023
Pages: 123
Binding Type: Paperback
Weight: 0.50lbs
Size: 9.61h x 6.69w x 0.29d
ISBN13: 9783031116421
ISBN10: 3031116429
BISAC Categories:
- Technology & Engineering | Electronics | Circuits | General