AI-based Image and Video Coding
Gao, Wei
Produktnummer:
18c798527ab59a4618a2b0ac0037484a3d
Autor: | Gao, Wei |
---|---|
Themengebiete: | AI-based Image Coding Methods and Standards AI-based Video Coding Methods and Standards Deep Learning-based Data Compression Deep Learning Methods for Image and Video Compression Image Quality Assessment Image and Video Coding Multimedia Coding Standards Multimedia Coding Techniques Multimedia Communication Video Quality Perception |
Veröffentlichungsdatum: | 18.09.2025 |
EAN: | 9789819677146 |
Sprache: | Englisch |
Seitenzahl: | 345 |
Produktart: | Unbekannt |
Verlag: | Springer Singapore |
Untertitel: | Methods, Standards, and Applications |
Produktinformationen "AI-based Image and Video Coding"
Unlocking the future of image and video coding with AI-based Image and Video Coding: Methods, Standards, and Applications, we can explore the revolutionary impact of deep learning technologies on image and video compression. This book is a must-read for researchers, practitioners, and students eager to stay ahead of the curve in an ever-evolving field where deep learning and artificial intelligence are setting new benchmarks in coding efficiency.With an unparalleled focus on the intersection of deep learning and multimedia coding, this book offers cutting-edge insights into the latest techniques and standards driving progress in the industry. From the core principles of coding technologies to advanced topics like 3D and multimodal coding, human and machine vision-oriented compression, and compression artifacts removal, it covers all the related essentials. Special attention is given to the practical aspects of implementations, open-source projects, and standardization efforts from leading organizations like IEEE, JPEG, MPEG and MPAI.Whether you are a scholar, a professional in the multimedia industry, or a student with a foundation in computer science and electrical engineering, this book equips you with the fundamental knowledge and tools to master the latest advancements in AI-based image and video coding. You can gain a deeper understanding of how deep learning reshapes the future of image and video coding, and explore new possibilities of optimizing compression performances for both humans and machines.

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