Linking Points with Labels in 3D: A Review of Point Cloud Semantic Segmentation

Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu

Research output: Contribution to journalReview articlepeer-review

263 Scopus citations

Abstract

Ripe with possibilities offered by deep-learning techniques and useful in applications related to remote sensing, computer vision, and robotics, 3D point cloud semantic segmentation (PCSS) and point cloud segmentation (PCS) are attracting increasing interest. This article summarizes available data sets and relevant studies on recent developments in PCSS and PCS.

Original languageEnglish
Article number9028090
Pages (from-to)38-59
Number of pages22
JournalIEEE Geoscience and Remote Sensing Magazine
Volume8
Issue number4
DOIs
StatePublished - Dec 2020
Externally publishedYes

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