Model-based joint bit allocation between geometry and color for video-based 3D point cloud compression

Simple item page
dc.cclicenceCC-BY-NCen
dc.contributor.authorLiu, Qi
dc.contributor.authorYuan, Hui
dc.contributor.authorHou, Junhui
dc.contributor.authorHamzaoui, Raouf
dc.contributor.authorSu, Honglei
dc.date.acceptance2020-08-28
dc.date.accessioned2020-09-08T08:21:04Z
dc.date.available2020-09-08T08:21:04Z
dc.date.issued2020
dc.descriptionThe file attached to this record is the author's final peer reviewed version.en
dc.description.abstractIn video-based 3D point cloud compression, the quality of the reconstructed 3D point cloud depends on both the geometry and color distortions. Finding an optimal allocation of the total bitrate between the geometry coder and the color coder is a challenging task due to the large number of possible solutions. To solve this bit allocation problem, we first propose analytical distortion and rate models for the geometry and color information. Using these models, we formulate the joint bit allocation problem as a constrained convex optimization problem and solve it with an interior point method. Experimental results show that the rate distortion performance of the proposed solution is close to that obtained with exhaustive search but at only 0.66% of its time complexity.en
dc.funderOther external funder (please detail below)en
dc.funder.otherNational Natural Science Foundation of Chinaen
dc.funder.otherShandong Provincial Key Research and Development Planen
dc.funder.otherHong Kong Research Grants Councilen
dc.funder.otherShandong Provincial Natural Science Foundationen
dc.funder.otherShenzhen Science and Technology Research and Development Fundsen
dc.identifier.citationLiu, Q., Yuan, H., Hou, J., Hamzaoui, R., Su, H. (2020) Model-based joint bit allocation between geometry and color for video-based 3D point cloud compression. IEEE Transactions on Multimedia, in press.en
dc.identifier.doihttps://doi.org/10.1109/tmm.2020.3023294
dc.identifier.issn1520-9210
dc.identifier.urihttps://dora.dmu.ac.uk/handle/2086/20154
dc.language.isoen_USen
dc.peerreviewedYesen
dc.projectid61571274 and 61871342en
dc.projectid2017CXGC1504en
dc.projectid9042955en
dc.projectidZR2018PF002en
dc.projectidJCYJ20170818103244664en
dc.publisherIEEEen
dc.researchinstituteInstitute of Engineering Sciences (IES)en
dc.subjectPoint cloud compressionen
dc.subjectBit allocationen
dc.subjectRate-distortion optimizationen
dc.titleModel-based joint bit allocation between geometry and color for video-based 3D point cloud compressionen
dc.typeArticleen

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
TMM_final.pdf
Size:
1.5 MB
Format:
Adobe Portable Document Format
Description:
Main article
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
4.2 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

School of Engineering and Sustainable Development