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@article{bb97954,
        AUTHOR = "Liang, Z.X. and Lai, X.D.",
        TITLE = "Multilevel Geometric Feature Embedding in Transformer Network for ALS
Point Cloud Semantic Segmentation",
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@article{bb97955,
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@article{bb97956,
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@article{bb97957,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94902"}

@inproceedings{bb97958,
        AUTHOR = "Zhuang, Z.W. and Li, R. and Jia, K. and Wang, Q.C. and Li, Y.Q. and Tan, M.K.",
        TITLE = "Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic
Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "16260-16270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94903"}

@article{bb97959,
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        TITLE = "Uni-to-Multi Modal Knowledge Distillation for Bidirectional
LiDAR-Camera Semantic Segmentation",
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        PAGES = "11059-11072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94904"}

@article{bb97960,
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        AUTHOR = "Zheng, C. and Liu, L. and Meng, Y. and Peng, X.R. and Wang, M.",
        TITLE = "Few-Shot Point Cloud Semantic Segmentation via Support-Query Feature
Interaction",
        JOURNAL = CirSysVideo,
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        YEAR = "2024",
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        MONTH = "November",
        PAGES = "10753-10763",
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@article{bb97962,
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        TITLE = "Weather-aware autopilot: Domain generalization for point cloud
semantic segmentation in diverse weather scenarios",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94907"}

@article{bb97963,
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        TITLE = "Semantic Segmentation of Aerial Laser Point Clouds Based on
Deep-Residual Enhanced Coding of Multi-Feature Information",
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@article{bb97964,
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        TITLE = "Novel Class Discovery Meets Foundation Models for 3D Semantic
Segmentation",
        JOURNAL = IJCV,
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "527-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94909"}

@inproceedings{bb97965,
        AUTHOR = "Riz, L. and Saltori, C. and Ricci, E. and Poiesi, F.",
        TITLE = "Novel Class Discovery for 3D Point Cloud Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9393-9402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94910"}

@article{bb97966,
        AUTHOR = "Ouyang, W.Z. and Xu, Z.L. and Shen, B. and Wang, J.H. and Xu, Y.",
        TITLE = "LinkOcc: 3D Semantic Occupancy Prediction With Temporal Association",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1374-1384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94911"}

@article{bb97967,
        AUTHOR = "Betsas, T. and Georgopoulos, A. and Doulamis, A. and Grussenmeyer, P.",
        TITLE = "Deep Learning on 3D Semantic Segmentation: A Detailed Review",
        JOURNAL = RS,
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94912"}

@article{bb97968,
        AUTHOR = "Liu, C. and Han, X. and Huang, W.H. and Long, C. and Wang, W. and Dong, Z. and Yang, B.S.",
        TITLE = "INF-PCA: Implicit Neural Field-Based Interactive Point Cloud Semantic
Annotation",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "2558-2572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94913"}

@article{bb97969,
        AUTHOR = "Kang, X. and Wang, C.Q. and Chen, X.J.",
        TITLE = "Region-Enhanced Feature Learning for Scene Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
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        PAGES = "954-964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94914"}

@article{bb97970,
        AUTHOR = "Camuffo, E. and Michieli, U. and Milani, S.",
        TITLE = "Learning From Mistakes: Self-Regularizing Hierarchical
Representations in Point Cloud Semantic Segmentation",
        JOURNAL = MultMed,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94915"}

@article{bb97971,
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        YEAR = "2025",
        PAGES = "265-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94916"}

@article{bb97972,
        AUTHOR = "Gao, Y. and Xia, S.B. and Nie, S. and Wang, C. and Xi, X.H. and Yang, B.S.",
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airborne LiDAR point clouds",
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        PAGES = "339-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94917"}

@inproceedings{bb97973,
        AUTHOR = "Yan, X. and Gao, J.T. and Zheng, C.D. and Zheng, C. and Zhang, R.M. and Cui, S.G. and Li, Z.",
        TITLE = "2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVIII:677-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94918"}

@article{bb97974,
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        TITLE = "Quantity-Quality Enhanced Self-Training Network for Weakly Supervised
Point Cloud Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3580-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94919"}

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        TITLE = "3D semantic segmentation: Cluster-based sampling and proximity
hashing for novel class discovery",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94920"}

@article{bb97976,
        AUTHOR = "Li, C.S. and Liu, Y.H. and Li, X.K. and Zhang, Y.N. and Li, T.R. and Yuan, J.S.",
        TITLE = "Deep Hierarchical Learning for 3D Semantic Segmentation",
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        PAGES = "4420-4441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94921"}

@article{bb97977,
        AUTHOR = "Yi, H. and Liu, Y. and Wang, M.",
        TITLE = "PSNet: Patch-Based Self-Attention Network for 3D Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94922"}

@article{bb97978,
        AUTHOR = "Li, S.S. and Shen, Z.J. and Zhang, Y.H. and Lai, H. and Tan, S. and Chen, W.",
        TITLE = "3D MedicalDet-Mamba: A Hybrid Mamba-CNN Network for Medical Object
Detection and Localization",
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        YEAR = "2025",
        NUMBER = "4",
        PAGES = "e70139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94923"}

@article{bb97979,
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        TITLE = "Multi-Neighborhood Sparse Feature Selection for Semantic Segmentation
of LiDAR Point Clouds",
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        NUMBER = "13",
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@article{bb97980,
        AUTHOR = "Yuan, J.L. and Ma, H.C. and Zhang, L. and Deng, J. and Luo, W.J. and Liu, K. and Cai, Z.",
        TITLE = "Transfer Learning Based on Multi-Branch Architecture Feature
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        NUMBER = "15",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94925"}

@article{bb97981,
        AUTHOR = "Wu, Y. and Xing, M.W. and Zhang, Y.C. and Xie, Y. and Qu, Y.Y.",
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for Domain Adaptive 3D Semantic Segmentation",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "9030-9045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94926"}

@article{bb97982,
        AUTHOR = "El Mendili, L. and Daniel, S. and Badard, T.",
        TITLE = "Distribution-aware contrastive learning for domain adaptation in 3D
LiDAR segmentation",
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        PAGES = "104438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94927"}

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        AUTHOR = "Luo, H.F. and Chen, Z. and Ye, F. and Huang, T.Q. and He, H.X. and Hu, W.",
        TITLE = "Cross-sensor adaptive semantic segmentation for mobile laser scanning
point clouds based on continuous potential scene surface
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        YEAR = "2025",
        PAGES = "537-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94928"}

@article{bb97984,
        AUTHOR = "El Mendili, L. and Daniel, S. and Badard, T.",
        TITLE = "Context-Aware Feature Adaptation for Mitigating Negative Transfer in
3D LiDAR Semantic Segmentation",
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        NUMBER = "16",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94929"}

@article{bb97985,
        AUTHOR = "Zhu, J. and Ma, B.T. and Zhang, S.T. and Yan, C.G. and Wang, S.",
        TITLE = "GLA: Global-Local Awareness for 3D Point Cloud Class-Incremental
Semantic Segmentation",
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        PAGES = "3087-3091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94930"}

@article{bb97986,
        AUTHOR = "Liu, J.S. and Ma, B.T. and Zhao, Z.D. and Yan, C.G. and Wang, S.",
        TITLE = "SGM-Net: 3D Point Cloud Class-Incremental Segmentation via
Semantic-Aware Global Modeling",
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        YEAR = "2026",
        PAGES = "2929-2933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94931"}

@article{bb97987,
        AUTHOR = "Wang, P. and Yao, W. and Shao, J. and He, Z.Y.",
        TITLE = "Test-time adaptation for geospatial point cloud semantic segmentation
with distinct domain shifts",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94932"}

@article{bb97988,
        AUTHOR = "Javanbakhat, M. and Hasan, M.T. and Lippert, C.",
        TITLE = "Multimodal vs. unimodal approaches to uncertainty in 3D image
segmentation under distribution shifts",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94933"}

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        AUTHOR = "Chen, J. and Liao, D. and Yan, Y.J. and Xiang, S. and Zheng, H.B.",
        TITLE = "LiDAttack: Robust Black-Box Attack on LiDAR-Based Object Detection",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "13563-13572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94934"}

@article{bb97990,
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        TITLE = "Cross-Domain Few-Shot 3D Point Cloud Semantic Segmentation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94935"}

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        AUTHOR = "Wang, Y.F. and Li, S. and Wang, G.F. and Jiang, W. and Yan, Y.J. and Sun, J.W.",
        TITLE = "Robust and Transferable Elevation-Aware Multi-Resolution Network for
Semantic Segmentation of LiDAR Point Clouds in Powerline Corridors",
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        NUMBER = "19",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94936"}

@article{bb97992,
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@article{bb97993,
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Indoor Point Clouds With Fewer & Sparse Image Annotations",
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@article{bb97995,
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@article{bb97997,
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@article{bb97998,
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inconsistent point densities",
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@article{bb97999,
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A Human-in-the-Loop Framework",
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