LEADER 04434nam 22007815 450 001 9910861092803321 005 20250807143559.0 010 $a981-9719-57-7 024 7 $a10.1007/978-981-97-1957-0 035 $a(MiAaPQ)EBC31345653 035 $a(Au-PeEL)EBL31345653 035 $a(CKB)32145957700041 035 $a(DE-He213)978-981-97-1957-0 035 $a(MiAaPQ)EBC31574356 035 $a(Au-PeEL)EBL31574356 035 $a(EXLCZ)9932145957700041 100 $a20240517d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPoint Cloud Compression $eTechnologies and Standardization /$fby Ge Li, Wei Gao, Wen Gao 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (264 pages) 311 08$a981-9719-56-9 327 $a -- Chapter1. Introduction. -- Chapter 2. Background Knowledge. -- Chapter 3. Predictive Coding. -- Chapter 4. Transform Coding. -- Chapter 5. Quantization Techniques. -- Chapter 6. Entropy Coding. -- Chapter 7. MPEG Geometry-based Point Cloud Compression (G-PCC) Standard. -- Chapter 8. AVS Point Cloud Compression Standard. -- Chapter 9. MPEG Video-based Point Cloud Compression (V-PCC) Standard. -- Chapter 10. MPEG AI-based 3D Graphics Coding Standard. -- Chapter 11. Future Work. -- Index. 330 $a3D 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. 606 $aCoding theory 606 $aInformation theory 606 $aVirtual reality 606 $aAugmented reality 606 $aMultimedia systems 606 $aComputer vision 606 $aComputer graphics 606 $aImage processing 606 $aCoding and Information Theory 606 $aVirtual and Augmented Reality 606 $aMultimedia Information Systems 606 $aComputer Vision 606 $aComputer Graphics 606 $aImage Processing 615 0$aCoding theory. 615 0$aInformation theory. 615 0$aVirtual reality. 615 0$aAugmented reality. 615 0$aMultimedia systems. 615 0$aComputer vision. 615 0$aComputer graphics. 615 0$aImage processing. 615 14$aCoding and Information Theory. 615 24$aVirtual and Augmented Reality. 615 24$aMultimedia Information Systems. 615 24$aComputer Vision. 615 24$aComputer Graphics. 615 24$aImage Processing. 676 $a003.54 700 $aLi$b Ge$01739395 701 $aGao$b Wei$0868641 701 $aGao$b Wen$0904558 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910861092803321 996 $aPoint Cloud Compression$94163424 997 $aUNINA