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Xie, Yuxing and Tian, Jiaojiao and Zhu, Xiao Xiang (2020) Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation. IEEE Geoscience and Remote Sensing Magazine (GRSM), 8 (4), pp. 38-59. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/MGRS.2019.2937630. ISSN 2168-6831.
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Official URL: https://ieeexplore.ieee.org/abstract/document/9028090
Abstract
Ripe with possibilities offered by deep-learning tech-niques and useful in applications related to remote sensing, computer vision, and robotics, 3D point cloud semantic segmentation (PCSS) and point cloud segmen-tation (PCS) are attracting increasing interest. This article summarizes available data sets and relevant studies on re-cent developments in PCSS and PCS.
| Item URL in elib: | https://elib.dlr.de/138254/ | ||||||||||||||||
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| Document Type: | Article | ||||||||||||||||
| Title: | Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation | ||||||||||||||||
| Authors: |
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| Date: | March 2020 | ||||||||||||||||
| Journal or Publication Title: | IEEE Geoscience and Remote Sensing Magazine (GRSM) | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| Open Access: | Yes | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||
| Volume: | 8 | ||||||||||||||||
| DOI: | 10.1109/MGRS.2019.2937630 | ||||||||||||||||
| Page Range: | pp. 38-59 | ||||||||||||||||
| Editors: |
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| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||
| Series Name: | IEEE | ||||||||||||||||
| ISSN: | 2168-6831 | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Three-dimensional displays, Laser radar, Sensors, Synthetic aperture radar, Semantics,Cameras, Buildings | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||
| DLR - Research theme (Project): | R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > Photogrammetry and Image Analysis Remote Sensing Technology Institute > EO Data Science | ||||||||||||||||
| Deposited By: | Reinartz, Prof. Dr.. Peter | ||||||||||||||||
| Deposited On: | 27 Nov 2020 09:19 | ||||||||||||||||
| Last Modified: | 24 Oct 2023 12:49 |
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