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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik AI-based Image and Video Coding
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AI-based Image and Video Coding
Wei Gao (Gebundene Ausgabe, Englisch)
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Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
20.08.2025
Sprache
Englisch
EAN
9789819677139
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Wei Gao
Seitenanzahl
345
Einbandart
Gebundene Ausgabe
Buch Untertitel
Methods, Standards, and Applications
Schlagwörter
Image and Video Coding, Deep Learning Methods for Image and Video Compression, Deep Learning-based Data Compression, Multimedia Coding Techniques, Multimedia Coding Standards, Image Quality Assessment, Video Quality Perception, AI-based Image Coding Methods and Standards, AI-based Video Coding Methods and Standards, Multimedia Communication, Human and Machine Perception-Oriented Coding, Compression Artifacts Removal, Open Source Projects, Software and Hardware Acceleration
Thema-Inhalt
GPJ - Kodierungstheorie und Verschlüsselung (Kryptologie)
GPF - Informationstheorie
TJF - Elektronik
UYT - Bildverarbeitung
UG - Grafische und digitale Media-Anwendungen
UYV - Virtuelle Realität
UYW - Augmented Reality (AR)
UYQV - Maschinelles Sehen, Bildverstehen
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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