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A method of level of details control table for 3D point density scalability in video based point cloud compression

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Recently, the emergence of 3D cameras, 3D scanners and various cameras including Lidar is expected to promote various 3D media applications such as AR, VR and autonomous mobile vehicles. The 3D media can be recently realized by not only 2D pixel and depth information but also points with texture and geometry information. In particular, 3D point cloud data is consisted of hundreds of thousands to millions of 3D points, and thus dramatically increases its data size compared to 2D media data, which brings up the development of an efficient encoding/decoding technology. Also, it is required to develop a scalability function such as Level of Detail (LoD) for both an effective service with different bandwidths, devices and Region of Interest (RoI). In this paper, we propose a new LoD quality parameter considering characteristics of 3D point cloud contents instead of bitrate change based on a video codec in MPEG Video-based Point Cloud Compression (V-PCC). Therefore, the use of LoD table proposed in this paper is confirmed to generate 3D point cloud contents with different point density.

Original languageEnglish
Title of host publicationApplications of Digital Image Processing XLII
EditorsAndrew G. Tescher, Touradj Ebrahimi
PublisherSPIE
ISBN (Electronic)9781510629677
DOIs
Publication statusPublished - 2019
EventApplications of Digital Image Processing XLII 2019 - San Diego, United States
Duration: 12 Aug 201915 Aug 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11137
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceApplications of Digital Image Processing XLII 2019
Country/TerritoryUnited States
CitySan Diego
Period12/08/1915/08/19

Bibliographical note

Publisher Copyright:
© 2019 SPIE.

Keywords

  • Dynamic object point cloud
  • Level of detail
  • Point cloud
  • Point cloud compression
  • Video based point cloud compression

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