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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92964"}

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        AUTHOR = "Feng, M.T. and Zhang, L. and Lin, X.F. and Gilani, S.Z. and Mian, A.",
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@article{bb96002,
        AUTHOR = "Ibrahim, M. and Akhtar, N. and Anwar, S. and Mian, A.",
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        JOURNAL = ITS,
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        MONTH = "May",
        PAGES = "5456-5466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92966"}

@article{bb96003,
        AUTHOR = "Ibrahim, M. and Akhtar, N. and Ullah, K. and Mian, A.",
        TITLE = "Exploiting Structured CNNs for Semantic Segmentation of Unstructured
Point Clouds from LiDAR Sensor",
        JOURNAL = RS,
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        NUMBER = "18",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92967"}

@article{bb96004,
        AUTHOR = "He, Z.F. and Zhu, S.Y. and Huang, Y. and Zhang, Y.H.",
        TITLE = "GECNN for Weakly Supervised Semantic Segmentation of 3D Point Clouds",
        JOURNAL = IEICE,
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        MONTH = "December",
        PAGES = "2237-2243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92968"}

@article{bb96005,
        AUTHOR = "Zhao, L.C. and Guo, J.Y. and Xu, D. and Sheng, L.",
        TITLE = "Transformer3D-Det: Improving 3D Object Detection by Vote Refinement",
        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92969"}

@article{bb96006,
        AUTHOR = "Luo, N. and Wang, Y.F. and Gao, Y. and Tian, Y.M. and Wang, Q. and Jing, C.",
        TITLE = "kNN-Based Feature Learning Network for Semantic Segmentation of Point
Cloud Data",
        JOURNAL = PRL,
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        YEAR = "2021",
        PAGES = "365-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92970"}

@article{bb96007,
        AUTHOR = "Barnefske, E. and Sternberg, H.",
        TITLE = "Evaluating the Quality of Semantic Segmented 3D Point Clouds",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92971"}

@article{bb96008,
        AUTHOR = "Hu, Z. and Bai, X.Y. and Shang, J.X. and Zhang, R.Z. and Dong, J.Y. and Wang, X. and Sun, G.Y. and Fu, H.B. and Tai, C.L.",
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Indoor Scenes",
        JOURNAL = PAMI,
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92972"}

@inproceedings{bb96009,
        AUTHOR = "Hu, Z. and Bai, X.Y. and Shang, J.X. and Zhang, R.Z. and Dong, J.Y. and Wang, X. and Sun, G.Y. and Fu, H.B. and Tai, C.L.",
        TITLE = "VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15468-15478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92973"}

@article{bb96010,
        AUTHOR = "Zhai, R.M. and Zou, J. and He, Y.F. and Meng, L.Y.",
        TITLE = "IAGC: Interactive Attention Graph Convolution Network for Semantic
Segmentation of Point Clouds in Building Indoor Environment",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92974"}

@article{bb96011,
        AUTHOR = "Song, H. and Jo, K. and Cho, J. and Son, Y. and Kim, C. and Han, K.",
        TITLE = "A training dataset for semantic segmentation of urban point cloud map
for intelligent vehicles",
        JOURNAL = PandRS,
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        YEAR = "2022",
        PAGES = "159-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92975"}

@article{bb96012,
        AUTHOR = "Decker, K.T. and Borghetti, B.J.",
        TITLE = "Composite Style Pixel and Point Convolution-Based Deep Fusion Neural
Network Architecture for the Semantic Segmentation of Hyperspectral
and Lidar Data",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92976"}

@article{bb96013,
        AUTHOR = "Shuang, F. and Li, P. and Li, Y. and Zhang, Z.X. and Li, X.",
        TITLE = "MSIDA-Net: Point Cloud Semantic Segmentation via Multi-Spatial
Information and Dual Adaptive Blocks",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92977"}

@article{bb96014,
        AUTHOR = "Wang, P. and Yao, W.",
        TITLE = "A new weakly supervised approach for ALS point cloud semantic
segmentation",
        JOURNAL = PandRS,
        VOLUME = "188",
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92978"}

@article{bb96015,
        AUTHOR = "Gao, B. and Pan, Y.C. and Li, C.K. and Geng, S. and Zhao, H.J.",
        TITLE = "Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey
of Datasets and Methods",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6063-6081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92979"}

@article{bb96016,
        AUTHOR = "Tang, L. and Chen, K. and Wu, C.Z. and Hong, Y. and Jia, K. and Yang, Z.X.",
        TITLE = "Improving Semantic Analysis on Point Clouds via Auxiliary Supervision
of Local Geometric Priors",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4949-4959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92980"}

@article{bb96017,
        AUTHOR = "Ballouch, Z. and Hajji, R. and Poux, F. and Kharroubi, A. and Billen, R.",
        TITLE = "A Prior Level Fusion Approach for the Semantic Segmentation of 3D
Point Clouds Using Deep Learning",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92981"}

@article{bb96018,
        AUTHOR = "Tao, A. and Duan, Y.Q. and Wei, Y. and Lu, J.W. and Zhou, J.",
        TITLE = "SegGroup: Seg-Level Supervision for 3D Instance and Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4952-4965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92982"}

@article{bb96019,
        AUTHOR = "Song, W. and Li, D. and Sun, S. and Zhang, L.F. and Xin, Y. and Sung, Y.S. and Choi, R.",
        TITLE = "2D&3DHNet for 3D Object Classification in LiDAR Point Cloud",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92983"}

@article{bb96020,
        AUTHOR = "Song, W. and Liu, Z. and Guo, Y. and Sun, S. and Zu, G. and Li, M.",
        TITLE = "DGPolarNet: Dynamic Graph Convolution Network for LiDAR Point Cloud
Semantic Segmentation on Polar BEV",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92984"}

@article{bb96021,
        AUTHOR = "Zeng, Z.Y. and Xu, Y.Y. and Xie, Z. and Wan, J. and Wu, W.C. and Dai, W.X.",
        TITLE = "RG-GCN: A Random Graph Based on Graph Convolution Network for Point
Cloud Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "16",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92985"}

@article{bb96022,
        AUTHOR = "Luo, Z.P. and Zhang, X.B. and Lu, S.J. and Yi, S.",
        TITLE = "Domain consistency regularization for unsupervised multi-source
domain adaptive classification",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92986"}

@inproceedings{bb96023,
        AUTHOR = "Xing, Y. and Guan, D. and Huang, J.X. and Lu, S.J.",
        TITLE = "Domain Adaptive Video Segmentation via Temporal Pseudo Supervision",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:621-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92987"}

@inproceedings{bb96024,
        AUTHOR = "Guan, D. and Huang, J.X. and Xiao, A. and Lu, S.J.",
        TITLE = "Domain Adaptive Video Segmentation via Temporal Consistency
Regularization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8033-8044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92988"}

@inproceedings{bb96025,
        AUTHOR = "Zhang, R.R. and Guo, Z.Y. and Zhang, W. and Li, K.C. and Miao, X.P. and Cui, B. and Qiao, Y. and Gao, P. and Li, H.S.",
        TITLE = "PointCLIP: Point Cloud Understanding by CLIP",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8542-8552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92989"}

@inproceedings{bb96026,
        AUTHOR = "Luo, Z.P. and Cai, Z.A. and Zhou, C.Q. and Zhang, G.J. and Zhao, H. and Yi, S. and Lu, S.J. and Li, H.S. and Zhang, S.H. and Liu, Z.W.",
        TITLE = "Unsupervised Domain Adaptive 3D Detection with Multi-Level
Consistency",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8846-8855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92990"}

@article{bb96027,
        AUTHOR = "Peng, K.Y. and Fei, J.C. and Yang, K.L. and Roitberg, A. and Zhang, J.M. and Bieder, F. and Heidenreich, P. and Stiller, C. and Stiefelhagen, R.",
        TITLE = "MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense
Top-View Understanding",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "15824-15840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92991"}

@article{bb96028,
        AUTHOR = "Zhao, L. and Xu, S.Y. and Liu, L.M. and Ming, D. and Tao, W.B.",
        TITLE = "SVASeg: Sparse Voxel-Based Attention for 3D LiDAR Point Cloud
Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92992"}

@article{bb96029,
        AUTHOR = "Fang, Z. and Xiong, B. and Liu, F.",
        TITLE = "Sparse point-voxel aggregation network for efficient point cloud
semantic segmentation",
        JOURNAL = IET-CV,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "7",
        PAGES = "644-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92993"}

@article{bb96030,
        AUTHOR = "Hao, F. and Li, J.J. and Song, R. and Li, Y.S. and Cao, K.L.",
        TITLE = "Mixed Feature Prediction on Boundary Learning for Point Cloud
Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "19",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92994"}

@article{bb96031,
        AUTHOR = "Guo, Y.C. and Weng, T.H. and Fischer, R. and Fu, L.C.",
        TITLE = "3D semantic segmentation based on spatial-aware convolution and shape
completion for augmented reality applications",
        JOURNAL = CVIU,
        VOLUME = "224",
        YEAR = "2022",
        PAGES = "103550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92995"}

@article{bb96032,
        AUTHOR = "Su, Z.H. and Zhou, G.Y. and Luo, F. and Li, S.H. and Ma, K.K.",
        TITLE = "Semantic Segmentation of 3D Point Clouds Based on High Precision
Range Search Network",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92996"}

@article{bb96033,
        AUTHOR = "Chen, M. and Zhang, L. and Feng, R. and Xue, X.Y. and Feng, J.F.",
        TITLE = "Rethinking Local and Global Feature Representation for Dense
Prediction",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92997"}

@article{bb96034,
        AUTHOR = "Vierhub Lorenz, V. and Kellner, M. and Zipfel, O. and Reiterer, A.",
        TITLE = "A Study on the Effect of Multispectral LiDAR Data on Automated
Semantic Segmentation of 3D-Point Clouds",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92998"}

@article{bb96035,
        AUTHOR = "Li, X.Y. and Zhang, L. and Zhu, Z.G.",
        TITLE = "SnapshotNet: Self-supervised feature learning for point cloud data
segmentation using minimal labeled data",
        JOURNAL = CVIU,
        VOLUME = "216",
        YEAR = "2022",
        PAGES = "103339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT92999"}

@article{bb96036,
        AUTHOR = "Wang, F. and Zhuang, Y. and Zhang, H. and Gu, H.",
        TITLE = "Real-Time 3-D Semantic Scene Parsing With LiDAR Sensors",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1351-1363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93000"}

@article{bb96037,
        AUTHOR = "Wang, P. and Yao, W. and Shao, J.",
        TITLE = "One Class One Click: Quasi scene-level weakly supervised point cloud
semantic segmentation with active learning",
        JOURNAL = PandRS,
        VOLUME = "204",
        YEAR = "2023",
        PAGES = "89-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93001"}

@article{bb96038,
        AUTHOR = "Yuan, Z.M. and Wen, C.L. and Cheng, M. and Su, Y.F. and Liu, W.Q. and Yu, S.S. and Wang, C.",
        TITLE = "Category-Level Adversaries for Outdoor LiDAR Point Clouds
Cross-Domain Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1982-1993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93002"}

@article{bb96039,
        AUTHOR = "Kouhi, R.M. and Daniel, S. and Giguere, P.",
        TITLE = "Data Preparation Impact on Semantic Segmentation of 3D Mobile LiDAR
Point Clouds Using Deep Neural Networks",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93003"}

@article{bb96040,
        AUTHOR = "Yin, X.Q. and Li, X. and Ni, P.Z. and Xu, Q.M. and Kong, D.",
        TITLE = "A Novel Real-Time Edge-Guided LiDAR Semantic Segmentation Network for
Unstructured Environments",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93004"}

@article{bb96041,
        AUTHOR = "Zhao, L. and Tao, W.B.",
        TITLE = "JSNet++: Dynamic Filters and Pointwise Correlation for 3D Point Cloud
Instance and Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1854-1867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93005"}

@article{bb96042,
        AUTHOR = "Shao, H.H. and Bai, J. and Wu, R. and Jiang, J.Z. and Liang, H.B.",
        TITLE = "FGPNet: A weakly supervised fine-grained 3D point clouds
classification network",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93006"}

@article{bb96043,
        AUTHOR = "Liang, H.B. and Jiang, J.Z. and Wu, R. and Bai, J. and Shao, H.H.",
        TITLE = "FGPNet: A weakly supervised fine-grained 3D point clouds
classification network",
        JOURNAL = PR,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93006"}

@article{bb96044,
        AUTHOR = "Grilli, E. and Daniele, A. and Bassier, M. and Remondino, F. and Serafini, L.",
        TITLE = "Knowledge Enhanced Neural Networks for Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93007"}

@article{bb96045,
        AUTHOR = "He, S.T. and Jiang, X.D. and Jiang, W. and Ding, H.H.",
        TITLE = "Prototype Adaption and Projection for Few- and Zero-Shot 3D Point
Cloud Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3199-3211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93008"}

@article{bb96046,
        AUTHOR = "Cheng, H.X. and Han, X.F. and Xiao, G.Q.",
        TITLE = "TransRVNet: LiDAR Semantic Segmentation With Transformer",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5895-5907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93009"}

@article{bb96047,
        AUTHOR = "Rong, M.Q. and Cui, H. and Shen, S.H.",
        TITLE = "Efficient 3D Scene Semantic Segmentation via Active Learning on
Rendered 2D Images",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3521-3535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93010"}

@article{bb96048,
        AUTHOR = "Pan, Y.C. and Xie, F. and Zhao, H.J.",
        TITLE = "Understanding the Challenges When 3D Semantic Segmentation Faces
Class Imbalanced and OOD Data",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6955-6970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93011"}

@article{bb96049,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Wang, Q. and Chen, Y.H. and Van Gool, L.J.",
        TITLE = "Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation
with Self-Supervised Depth Estimation",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2070-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93012"}

@inproceedings{bb96050,
        AUTHOR = "Hoyer, L. and Tan, D.J. and Naeem, M.F. and Van Gool, L.J. and Tombari, F.",
        TITLE = "SemiVL: Semi-supervised Semantic Segmentation with Vision-Language
Guidance",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIX: 257-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93013"}

@inproceedings{bb96051,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Chen, Y.H. and Koring, A. and Saha, S. and Van Gool, L.J.",
        TITLE = "Three Ways to Improve Semantic Segmentation with Self-Supervised
Depth Estimation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11125-11135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93014"}

@inproceedings{bb96052,
        AUTHOR = "Gong, R. and Wang, Q. and Danelljan, M. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Continuous Pseudo-Label Rectified Domain Adaptive Semantic
Segmentation with Implicit Neural Representations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7225-7235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93015"}

@inproceedings{bb96053,
        AUTHOR = "Wang, Q. and Dai, D.X. and Hoyer, L. and Van Gool, L.J. and Fink, O.",
        TITLE = "Domain Adaptive Semantic Segmentation with Self-Supervised Depth
Estimation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8495-8505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93016"}

@article{bb96054,
        AUTHOR = "Humblot Renaux, G. and Jensen, S.B. and Mogelmose, A.",
        TITLE = "From CAD Models to Soft Point Cloud Labels: An Automatic Annotation
Pipeline for Cheaply Supervised 3D Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "14",
        PAGES = "3578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93017"}

@article{bb96055,
        AUTHOR = "Peters, T. and Brenner, C. and Schindler, K.",
        TITLE = "Semantic segmentation of mobile mapping point clouds via multi-view
label transfer",
        JOURNAL = PandRS,
        VOLUME = "202",
        YEAR = "2023",
        PAGES = "30-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93018"}

@article{bb96056,
        AUTHOR = "Chopin, J. and Fasquel, J.B. and Mouchere, H. and Dahyot, R. and Bloch, I.",
        TITLE = "Model-based inexact graph matching on top of DNNs for semantic scene
understanding",
        JOURNAL = CVIU,
        VOLUME = "235",
        YEAR = "2023",
        PAGES = "103744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93019"}

@article{bb96057,
        AUTHOR = "Chang, M.J. and Cheng, C.J. and Hsiao, C.C. and Li, Y.H. and Huang, C.C.",
        TITLE = "SVDnet: Singular Value Control and Distance Alignment Network for 3D
Object Detection",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9281-9295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93020"}

@article{bb96058,
        AUTHOR = "Weng, T.Y. and Xiao, J. and Yan, F.L. and Jiang, H.Y.",
        TITLE = "Context-Aware 3D Point Cloud Semantic Segmentation With Plane
Guidance",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "6653-6664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93021"}

@article{bb96059,
        AUTHOR = "Zhang, R.X. and Chen, S.Y. and Wang, X.Y. and Zhang, Y.S.",
        TITLE = "IPCONV: Convolution with Multiple Different Kernels for Point Cloud
Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93022"}

@article{bb96060,
        AUTHOR = "Shi, H.Y. and Li, R. and Liu, F. and Lin, G.S.",
        TITLE = "Temporal Feature Matching and Propagation for Semantic Segmentation
on 3D Point Cloud Sequences",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7491-7502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93023"}

@article{bb96061,
        AUTHOR = "Rong, M.Q. and Shen, S.H.",
        TITLE = "3D Semantic Segmentation of Aerial Photogrammetry Models Based on
Orthographic Projection",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7425-7437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93024"}

@article{bb96062,
        AUTHOR = "Wu, H. and Huang, Z. and Zheng, W. and Bai, X.J. and Sun, L. and Pu, M.Y.",
        TITLE = "SSGAM-Net: A Hybrid Semi-Supervised and Supervised Network for Robust
Semantic Segmentation Based on Drone LiDAR Data",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93025"}

@article{bb96063,
        AUTHOR = "Wang, T. and Hao, F. and Cui, G.S. and Wu, F. and Yang, M.J. and Zhang, Q. and Cheng, J.",
        TITLE = "Two-stage feature distribution rectification for few-shot point cloud
semantic segmentation",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "142-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93026"}

@article{bb96064,
        AUTHOR = "Ballouch, Z. and Hajji, R. and Kharroubi, A. and Poux, F. and Billen, R.",
        TITLE = "Investigating Prior-Level Fusion Approaches for Enriched Semantic
Segmentation of Urban LiDAR Point Clouds",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93027"}

@article{bb96065,
        AUTHOR = "Zhang, Y.S. and Yao, J.G. and Zhang, R.X. and Wang, X.Y. and Chen, S.Y. and Fu, H.",
        TITLE = "HAVANA: Hard Negative Sample-Aware Self-Supervised Contrastive
Learning for Airborne Laser Scanning Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93028"}

@article{bb96066,
        AUTHOR = "Zhao, L. and Zhou, H. and Zhu, X.G. and Song, X. and Li, H.S. and Tao, W.B.",
        TITLE = "LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1158-1168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93029"}

@article{bb96067,
        AUTHOR = "Niu, Y.C. and Yin, J.Q.",
        TITLE = "Weakly supervised point cloud semantic segmentation with the fusion
of heterogeneous network features",
        JOURNAL = IVC,
        VOLUME = "142",
        YEAR = "2024",
        PAGES = "104916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93030"}

@article{bb96068,
        AUTHOR = "Ni, P.Z. and Li, X. and Xu, W. and Zhou, X.J. and Jiang, T. and Hu, W.M.",
        TITLE = "Robust 3D Semantic Segmentation Method Based on Multi-Modal
Collaborative Learning",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93031"}

@article{bb96069,
        AUTHOR = "Zheng, X.Y. and Liao, L.W. and Jiao, J.B. and Gao, F. and Wang, R.G.",
        TITLE = "Surface-SOS: Self-Supervised Object Segmentation via Neural Surface
Representation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2018-2031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93032"}

@article{bb96070,
        AUTHOR = "Li, D.Q. and Ma, K. and Wang, J. and Li, G.",
        TITLE = "Hierarchical Prior-Based Super Resolution for Point Cloud Geometry
Compression",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1965-1976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93033"}

@article{bb96071,
        AUTHOR = "Shu, Z.Y. and Wu, T. and Shen, J.J. and Xin, S.Q. and Liu, L.G.",
        TITLE = "Semi-Supervised 3D Shape Segmentation via Self Refining",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2044-2057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93034"}

@article{bb96072,
        AUTHOR = "Liang, Y.C. and Lu, J. and Chen, X.G. and Zhang, K.B.",
        TITLE = "High-Performance Feature Extraction Network for Point Cloud Semantic
Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "904-908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93035"}

@article{bb96073,
        AUTHOR = "Wen, J.J. and Ma, J. and Zhao, Y.H. and Nie, T. and Sun, M.X. and Fan, Z.M.",
        TITLE = "Point cloud semantic segmentation based on local feature fusion and
multilayer attention network",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "381-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93036"}

@article{bb96074,
        AUTHOR = "Chen, R.X. and Wu, J. and Luo, Y. and Xu, G.",
        TITLE = "PointMM: Point Cloud Semantic Segmentation CNN under Multi-Spatial
Feature Encoding and Multi-Head Attention Pooling",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "7",
        PAGES = "1246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93037"}

@article{bb96075,
        AUTHOR = "Massa, K.J.L. and Grobler, H.",
        TITLE = "Adapting projection-based LiDAR semantic segmentation to natural
domains",
        JOURNAL = JVCIR,
        VOLUME = "100",
        YEAR = "2024",
        PAGES = "104111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93038"}

@article{bb96076,
        AUTHOR = "Yazici, Z.A. and Oksuz, I. and Ekenel, H.K.",
        TITLE = "GLIMS: Attention-guided lightweight multi-scale hybrid network for
volumetric semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "105055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93039"}

@article{bb96077,
        AUTHOR = "Yan, X. and Zheng, C.D. and Xue, Y. and Li, Z. and Cui, S.G. and Dai, D.X.",
        TITLE = "Benchmarking the Robustness of LiDAR Semantic Segmentation Models",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "Pages2674-2697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93040"}

@article{bb96078,
        AUTHOR = "Zhou, X.W. and Guo, H.Y. and Peng, S. and Xiao, Y.X. and Lin, H.T. and Wang, Q.Q. and Zhang, G.F. and Bao, H.J.",
        TITLE = "Neural 3D Scene Reconstruction With Indoor Planar Priors",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6355-6366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93041"}

@article{bb96079,
        AUTHOR = "Mu, T.J. and Shen, M.Y. and Lai, Y.K. and Hu, S.M.",
        TITLE = "Learning Virtual View Selection for 3D Scene Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4159-4172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93042"}

@article{bb96080,
        AUTHOR = "Liu, Y.C. and Liu, Y.W. and Duan, Y.S.",
        TITLE = "MVG-Net: LiDAR Point Cloud Semantic Segmentation Network Integrating
Multi-View Images",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "15",
        PAGES = "2821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93043"}

@article{bb96081,
        AUTHOR = "Khan, M.Q. and Shahzad, M. and Khan, S.A. and Fraz, M.M. and Zhu, X.X.",
        TITLE = "Beyond local patches: Preserving global-local interactions by
enhancing self-attention via 3D point cloud tokenization",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93044"}

@article{bb96082,
        AUTHOR = "Du, A. and Zhou, T.F. and Pang, S. and Wu, Q. and Zhang, J.",
        TITLE = "PCL: Point Contrast and Labeling for Weakly Supervised Point Cloud
Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8902-8914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93045"}

@article{bb96083,
        AUTHOR = "Xuan, W.H. and Qi, H. and Xiao, A.",
        TITLE = "TSG-Seg: Temporal-selective guidance for semi-supervised semantic
segmentation of 3D LiDAR point clouds",
        JOURNAL = PandRS,
        VOLUME = "216",
        YEAR = "2024",
        PAGES = "217-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93046"}

@article{bb96084,
        AUTHOR = "Liang, Z.X. and Lai, X.D.",
        TITLE = "Multilevel Geometric Feature Embedding in Transformer Network for ALS
Point Cloud Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "18",
        PAGES = "3386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93047"}

@article{bb96085,
        AUTHOR = "Koszyk, J. and Jasinska, A. and Pargiela, K. and Malczewska, A. and Grzelka, K. and Bieda, A. and Ambrozinski, L.",
        TITLE = "Semantic Segmentation-Driven Integration of Point Clouds from Mobile
Scanning Platforms in Urban Environments",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "18",
        PAGES = "3434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93048"}

@article{bb96086,
        AUTHOR = "Jiang, Z.F. and Yao, B.C. and Song, K.K. and Qiu, X.J. and Peng, C.B.",
        TITLE = "Point Cloud Semantic Segmentation by Adaptively Fusing Information
With Varying Distances",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2565-2569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93049"}

@article{bb96087,
        AUTHOR = "Tan, M.K. and Zhuang, Z.W. and Chen, S. and Li, R. and Jia, K. and Wang, Q.C. and Li, Y.Q.",
        TITLE = "EPMF: Efficient Perception-Aware Multi-Sensor Fusion for 3D Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8258-8273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93050"}

@inproceedings{bb96088,
        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#TT93051"}

@article{bb96089,
        AUTHOR = "Sun, T.F. and Zhang, Z.Z. and Tan, X. and Peng, Y. and Qu, Y.Y. and Xie, Y.",
        TITLE = "Uni-to-Multi Modal Knowledge Distillation for Bidirectional
LiDAR-Camera Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11059-11072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93052"}

@article{bb96090,
        AUTHOR = "Lin, F.F. and Lin, T.L. and Yao, Y. and Ren, H.L. and Wu, J.D. and Cai, Q.P.",
        TITLE = "VPA-Net: A visual perception assistance network for 3d lidar semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93053"}

@article{bb96091,
        AUTHOR = "Wu, J.W. and Sun, M.J. and Xu, H.T. and Jiang, C. and Ma, W. and Zhang, Q.",
        TITLE = "Class Agnostic and Specific Consistency Learning for
Weakly-Supervised Point Cloud Semantic Segmentation",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93054"}

@article{bb96092,
        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,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10753-10763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93055"}

@article{bb96093,
        AUTHOR = "Liu, Y. and Hu, Q.Y. and Guo, Y.L.",
        TITLE = "BSTS: A Weakly-Supervised Method for Semantic Learning of 3D Point
Clouds",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11386-11399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93056"}

@article{bb96094,
        AUTHOR = "Du, J. and Zelek, J. and Li, J.",
        TITLE = "Weather-aware autopilot: Domain generalization for point cloud
semantic segmentation in diverse weather scenarios",
        JOURNAL = PandRS,
        VOLUME = "218",
        YEAR = "2024",
        PAGES = "204-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93057"}

@article{bb96095,
        AUTHOR = "Luo, X. and Lin, P. and Li, X.X. and Wei, Z. and Li, H.",
        TITLE = "Semantic Segmentation of Aerial Laser Point Clouds Based on
Deep-Residual Enhanced Coding of Multi-Feature Information",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "23",
        PAGES = "4504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93058"}

@article{bb96096,
        AUTHOR = "Riz, L. and Saltori, C. and Wang, Y.M. and Ricci, E. and Poiesi, F.",
        TITLE = "Novel Class Discovery Meets Foundation Models for 3D Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "527-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93059"}

@inproceedings{bb96097,
        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#TT93060"}

@article{bb96098,
        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#TT93061"}

@article{bb96099,
        AUTHOR = "Betsas, T. and Georgopoulos, A. and Doulamis, A. and Grussenmeyer, P.",
        TITLE = "Deep Learning on 3D Semantic Segmentation: A Detailed Review",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93062"}