Point Cloud Compression

Point Cloud Compression

EnglishHardbackPrint on demand
Li, Ge
Springer Verlag, Singapore
EAN: 9789819719563
Print on demand
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Detailed information

3D point clouds have broad applications across various industries and have contributed to advancements in fields such as autonomous driving, immersive media, metaverse, and cultural heritage protection. With the fast growth of 3D point cloud data and its applications, the need for efficient compression technologies has become paramount. This book delves into the forefront of point cloud compression, exploring key technologies, standardization efforts, and future prospects. 

This comprehensive book uncovers the foundational concepts, data acquisition methods, and datasets associated with point cloud compression. By examining the fundamental compression technologies, readers can obtain a clear understanding of prediction coding, transform coding, quantization techniques, and entropy coding. Through vivid illustrations and examples, the book elucidates how these techniques have evolved over the years and their potentials for the future. To provide a complete picture, the book presents cutting-edge research methods in point cloud compression and facilitates comparisons among them. Readers can be equipped with an in-depth understanding of the latest advancements, and can gain insights into the various approaches employed in this dynamic field. 

Another distinguishing aspect of this book is its exploration of standardization works for point cloud compression. Notable standards, such as MPEG G-PCC, AVS PCC, and MPEG V-PCC, are thoroughly illustrated. By delving into the methods used in geometry-based, video-based, and deep learning-based compression, readers become familiar with the latest breakthroughs in the standard communities.

EAN 9789819719563
ISBN 9819719569
Binding Hardback
Publisher Springer Verlag, Singapore
Publication date May 18, 2024
Pages 253
Language English
Dimensions 235 x 155
Country Singapore
Authors Gao Wei; Gao Wen; Li, Ge
Illustrations XVII, 253 p. 155 illus., 112 illus. in color.
Edition 2024 ed.
Manufacturer information
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