Active Learning for Point Cloud Semantic Segmentation via
Spatial-Structural Diversity Reasoning

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Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning

ACM Multimedia (ACM MM), 2022

25 February 2022

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Papers citing "Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning"

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Title
Through the Perspective of LiDAR: A Feature-Enriched and Uncertainty-Aware Annotation Pipeline for Terrestrial Point Cloud Segmentation Fei Zhang Rob Chancia Josie Clapp Amirhossein Hassanzadeh Dimah Dera Richard MacKenzie Jan van Aardt 3DPC 219 0 0 08 Oct 2025
SELECT: A Submodular Approach for Active LiDAR Semantic Segmentation Ruiyu Mao Sarthak Kumar Maharana Xulong Tang Yunhui Guo 3DPC 236 0 0 06 May 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia Peijie Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 400 1 0 24 Mar 2025
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud ProcessingComputer Vision and Pattern Recognition (CVPR), 2024 Feifei Shao Ping Liu Zhao Wang Yawei Luo Hongwei Wang Jun Xiao 3DPC 308 1 0 25 Nov 2024
Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation Hai Siong Tan Kuancheng Wang R. Mcbeth 207 5 0 16 Dec 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 248 13 0 31 Oct 2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Zongyi Xu Bo Yuan Shanshan Zhao Qianni Zhang Xinbo Gao 3DPC 220 29 0 22 Aug 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization Feifei Shao Yawei Luo Lei Chen Ping Liu Wei Yang Yi Yang Jun Xiao WSOL 239 2 0 24 May 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Nermin Samet Oriane Siméoni Gilles Puy Georgy Ponimatkin Renaud Marlet Vincent Lepetit 3DPC 320 6 0 23 Apr 2023
Exploring Active 3D Object Detection from a Generalization PerspectiveInternational Conference on Learning Representations (ICLR), 2023 Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 200 33 0 23 Jan 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object LocalizationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 400 7 0 03 Jan 2023
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active LearningIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 Puzuo Wang W. Yao Jiejing Shao 181 22 0 23 Nov 2022