Versatile Video Coding (VVC): Machine Learning and Heuristics - Gustavo Sanchez,César Marcon,Mário Saldanha,Luciano Agostini
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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 ... Full description
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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.
More Information
| Author | Gustavo Sanchez, César Marcon, Mário Saldanha, Luciano Agostini |
|---|---|
| Publisher | Springer Nature Switzerland |
| Series | Synthesis Lectures on Engineering, Science, and Technology |
| Release year | 2022 |
| Cover type | Hardcover |
| EAN | 9783031116391 |