On-Device 3D Point Cloud Segmentation for Mixed Reality Applications

Simple item page
dc.contributor.authorCzajkowski, Andrzejen_US
dc.contributor.authorKowal, Mareken_US
dc.contributor.authorGreszczyński, Rafaelen_US
dc.contributor.editorGarro, Valeriaen_US
dc.contributor.editorYoung, Garethen_US
dc.contributor.editorElwardy, Majeden_US
dc.date.accessioned2025-11-26T09:23:48Z
dc.date.available2025-11-26T09:23:48Z
dc.date.issued2025
dc.description.abstractThis paper deals with preliminary research on segmenting 3D space captured by the depth sensor integrated into the HTC Vive XR Elite headset. Obtained cloud of 3D points was employed as the basis for a segmentation algorithm that identifies individual objects by detecting planes and grouping them into bounding boxes. Since spatial data is not available in the socalled PCVR mode, all computations had to be performed directly on the head-mounted display (HMD) headset, which is heavily constrained in terms of performance. The proposed approach provides a practical foundation for replacing detected objects with virtual counterparts (overlaying), while meeting computational and energy efficiency requirements for prolonged headset operation.en_US
dc.description.sectionheadersPosters and Demos
dc.description.seriesinformationICAT-EGVE 2025 - International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments - Posters and Demos
dc.identifier.doi10.2312/egve.20251364
dc.identifier.isbn978-3-03868-279-0
dc.identifier.issn1727-530X
dc.identifier.pages2 pages
dc.identifier.urihttps://doi.org/10.2312/egve.20251364
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/egve20251364
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing → Mixed / augmented reality; Computing methodologies → Mesh models
dc.subjectHuman centered computing → Mixed / augmented reality
dc.subjectComputing methodologies → Mesh models
dc.titleOn-Device 3D Point Cloud Segmentation for Mixed Reality Applicationsen_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
egve20251364.pdf
Size:
7.26 MB
Format:
Adobe Portable Document Format
Download
Collections
ICAT-EGVE2025 - Posters and Demos