@article{bb94000,
        AUTHOR = "Tang, Q. and Liu, F.G. and Zhang, T. and Jiang, J. and Zhang, Y. and Zhu, B. and Tang, X.",
        TITLE = "Compensating for Local Ambiguity With Encoder-Decoder in Urban Scene
Segmentation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "19224-19235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91006"}

@article{bb94001,
        AUTHOR = "Wu, L. and Zhang, X. and Zhu, D.J. and Yang, W.K.",
        TITLE = "BFANet: Effective segmentation network for low altitude
high-resolution urban scene image",
        JOURNAL = JVCIR,
        VOLUME = "94",
        YEAR = "2023",
        PAGES = "103847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91007"}

@article{bb94002,
        AUTHOR = "Zhang, G.Y. and Zhang, R.T.",
        TITLE = "MeshNet-SP:
A Semantic Urban 3D Mesh Segmentation Network with Sparse Prior",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "22",
        PAGES = "5324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91008"}

@article{bb94003,
        AUTHOR = "Wang, J.X. and Li, H. and Xu, Z.H. and Xie, X.",
        TITLE = "Semantic Segmentation of Urban Airborne LiDAR Point Clouds Based on
Fusion Attention Mechanism and Multi-Scale Features",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91009"}

@article{bb94004,
        AUTHOR = "Ji, H. and Yang, S. and Jiang, Z.P. and Zhang, J.J. and Guo, S. and Li, G. and Zhong, S. and Liu, Z. and Xie, Z.",
        TITLE = "BEMF-Net: Semantic Segmentation of Large-Scale Point Clouds via
Bilateral Neighbor Enhancement and Multi-Scale Fusion",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "22",
        PAGES = "5342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91010"}

@article{bb94005,
        AUTHOR = "Han, J.W. and Liu, K.Q. and Li, W. and Chen, G.Z. and Wang, W.G. and Zhang, F.",
        TITLE = "A Large-Scale Network Construction and Lightweighting Method for
Point Cloud Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2004-2017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91011"}

@article{bb94006,
        AUTHOR = "Wang, J.Y. and Liu, Y. and Tan, H.L. and Zhang, M.J.",
        TITLE = "A Survey on Weakly Supervised 3D Point Cloud Semantic Segmentation",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "329-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91012"}

@article{bb94007,
        AUTHOR = "Wang, J.Y. and He, J.Y. and Liu, Y. and Chen, C. and Zhang, M.J. and Tan, H.L.",
        TITLE = "Multi-Scale Classification and Contrastive Regularization: Weakly
Supervised Large-Scale 3D Point Cloud Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "17",
        PAGES = "3319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91013"}

@article{bb94008,
        AUTHOR = "Yuan, T.B. and Yu, Y.Y. and Wang, X.L.",
        TITLE = "Semantic segmentation of large-scale point clouds by integrating
attention mechanisms and transformer models",
        JOURNAL = IVC,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "105019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91014"}

@article{bb94009,
        AUTHOR = "Zhang, J.J. and Jiang, Z.P. and Qiu, Q.J. and Liu, Z.",
        TITLE = "TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive
Perception Network for large-scale point cloud semantic segmentation",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91015"}

@article{bb94010,
        AUTHOR = "Li, M.T. and Lin, S.H. and Wang, Z.H. and Shen, Y.H. and Zhang, B.C. and Ma, L.Z.",
        TITLE = "Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud
Semantic Segmentation via Decoupling Optimization",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91016"}

@article{bb94011,
        AUTHOR = "Zhou, C. and Shu, Z. and Shi, L. and Ling, Q.",
        TITLE = "Semantic segmentation for large-scale point clouds based on hybrid
attention and dynamic fusion",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91017"}

@article{bb94012,
        AUTHOR = "Zhao, H.Y. and Zhou, A.",
        TITLE = "DPANet: Position-aware feature encoding and decoding for accurate
large-scale point cloud semantic segmentation",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "8",
        PAGES = "1376-1389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91018"}

@article{bb94013,
        AUTHOR = "Gao, L. and Liu, Y. and Chen, X. and Liu, Y.X. and Yan, S. and Zhang, M.",
        TITLE = "CUS3D: A New Comprehensive Urban-Scale Semantic-Segmentation 3D
Benchmark Dataset",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "6",
        PAGES = "1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91019"}

@article{bb94014,
        AUTHOR = "Wang, Y.F. and Jiao, W. and Fan, H.C. and Zhou, G.Q.",
        TITLE = "A framework for fully automated reconstruction of semantic building
model at urban-scale using textured LoD2 data",
        JOURNAL = PandRS,
        VOLUME = "216",
        YEAR = "2024",
        PAGES = "90-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91020"}

@article{bb94015,
        AUTHOR = "Liu, P. and Ge, Y.Q. and Duan, L.X. and Li, W. and Luo, H. and Lv, F.",
        TITLE = "Transferring Multi-Modal Domain Knowledge to Uni-Modal Domain for
Urban Scene Segmentation",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11576-11589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91021"}

@article{bb94016,
        AUTHOR = "Schreiber, Q. and Wolpert, N. and Schomer, E.",
        TITLE = "METNet: A mesh exploring approach for segmenting 3D textured urban
scenes",
        JOURNAL = PandRS,
        VOLUME = "218",
        YEAR = "2024",
        PAGES = "498-509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91022"}

@article{bb94017,
        AUTHOR = "Jia, X. and Song, X.Y. and Rao, L. and Fan, G.Y. and Cheng, S.L. and Chen, N.S.",
        TITLE = "DEUFormer: High-Precision Semantic Segmentation for Urban Remote
Sensing Images",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "8",
        PAGES = "1209-1222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91023"}

@article{bb94018,
        AUTHOR = "Sun, T.F. and Zhang, Z.Z. and Tan, X. and Qu, Y.Y. and Xie, Y.",
        TITLE = "Image Understands Point Cloud: Weakly Supervised 3D Semantic
Segmentation via Association Learning",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1838-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91024"}

@inproceedings{bb94019,
        AUTHOR = "Xu, X.F. and Zhang, P. and Huang, W.X. and Shen, Y.H. and Chen, H.S. and Lin, J.Z. and Li, W. and He, G.Q. and Xie, J. and Lin, S.H.",
        TITLE = "Weakly Supervised Semantic Segmentation via Progressive Confidence
Region Expansion",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9829-9838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91025"}

@inproceedings{bb94020,
        AUTHOR = "Li, M.T. and Xie, Y. and Shen, Y.H. and Ke, B. and Qiao, R.Z. and Ren, B. and Lin, S.H. and Ma, L.Z.",
        TITLE = "HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via
Hybrid Contrastive Regularization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14910-14919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91026"}

@inproceedings{bb94021,
        AUTHOR = "Zhang, Y.C. and Qu, Y.Y. and Xie, Y. and Li, Z.H. and Zheng, S.S. and Li, C.H.",
        TITLE = "Perturbed Self-Distillation: Weakly Supervised Large-Scale Point
Cloud Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15500-15508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91027"}

@article{bb94022,
        AUTHOR = "Zi, W.J. and Chen, H. and Li, J. and Wu, J.J.",
        TITLE = "MambaMeshSeg-Net: A Large-Scale Urban Mesh Semantic Segmentation
Method Using a State Space Model with a Hybrid Scanning Strategy",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "9",
        PAGES = "1653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91028"}

@article{bb94023,
        AUTHOR = "Xiao, Y. and Wu, H. and Chen, Y.S. and Chen, C.C. and Dong, R. and Lin, D.",
        TITLE = "Hybrid Offset Position Encoding for Large-Scale Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91029"}

@article{bb94024,
        AUTHOR = "Zhou, Y. and Sun, Q. and Meng, J. and Hu, Q.L. and Lyu, J.H. and Wang, Z.W. and Wang, S.F.",
        TITLE = "PointCartesian-Net: enhancing 3D coordinates for semantic
segmentation of large-scale point clouds",
        JOURNAL = JOSA-A,
        VOLUME = "38",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1194-1200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91030"}

@article{bb94025,
        AUTHOR = "Wang, H.Y. and Wang, F.S. and Wang, M.Y. and Sun, F. and Li, H.J.",
        TITLE = "Rethinking How to Capture Long-Range Dependency in 3D Object
Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6671-6683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91031"}

@inproceedings{bb94026,
        AUTHOR = "Chen, H.M. and Zhang, Z.Z. and Qu, Y. and Zhang, R.X. and Tan, X. and Xie, Y.",
        TITLE = "Building a Strong Pre-Training Baseline for Universal 3D Large-Scale
Perception",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "19925-19935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91032"}

@inproceedings{bb94027,
        AUTHOR = "Wu, X.Y. and Tian, Z. and Wen, X. and Peng, B. and Liu, X.H. and Yu, K.C. and Zhao, H.S.",
        TITLE = "Towards Large-Scale 3D Representation Learning with Multi-Dataset
Point Prompt Training",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "19551-19562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91033"}

@inproceedings{bb94028,
        AUTHOR = "Yoo, S. and Jeong, Y. and Jameela, M. and Sohn, G.",
        TITLE = "Human Vision Based 3D Point Cloud Semantic Segmentation of
Large-Scale Outdoor Scenes",
        BOOKTITLE = PCV23,
        YEAR = "2023",
        PAGES = "6577-6586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91034"}

@inproceedings{bb94029,
        AUTHOR = "Liu, B. and Wu, H.Z. and Bao, X.L. and Zhong, Z.H.",
        TITLE = "LPCUNet: A Lightweight Pure CNN UNet for Efficient Urban Scene Remote
Sensing Semantic Segmentation",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "57-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91035"}

@inproceedings{bb94030,
        AUTHOR = "Das, A. and Xian, Y.Q. and He, Y. and Akata, Z. and Schiele, B.",
        TITLE = "Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5967-5976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91036"}

@inproceedings{bb94031,
        AUTHOR = "Ren, T.Q. and Shen, Q. and Fu, Y. and You, S.D.",
        TITLE = "Point-Supervised Semantic Segmentation of Natural Scenes via
Hyperspectral Imaging",
        BOOKTITLE = PBDL24,
        YEAR = "2024",
        PAGES = "1357-1367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91037"}

@inproceedings{bb94032,
        AUTHOR = "Huang, Y.X. and Shen, Q. and Fu, Y. and You, S.D.",
        TITLE = "Weakly-supervised Semantic Segmentation in Cityscape via
Hyperspectral Image",
        BOOKTITLE = PBDL21,
        YEAR = "2021",
        PAGES = "1117-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91038"}

@inproceedings{bb94033,
        AUTHOR = "Robert, D. and Vallet, B. and Landrieu, L.",
        TITLE = "Learning Multi-View Aggregation In the Wild for Large-Scale 3D
Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "5565-5574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91039"}

@inproceedings{bb94034,
        AUTHOR = "Zhou, Y.S. and Zhu, H.Z. and Li, C.Q. and Cui, T.K. and Chang, S. and Guo, M.",
        TITLE = "TempNet: Online Semantic Segmentation on Large-scale Point Cloud
Series",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "7098-7107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91040"}

@inproceedings{bb94035,
        AUTHOR = "Illarionova, S. and Nesteruk, S. and Shadrin, D. and Ignatiev, V. and Pukalchik, M. and Oseledets, I.",
        TITLE = "Object-Based Augmentation for Building Semantic Segmentation:
Ventura and Santa Rosa Case Study",
        BOOKTITLE = ILDAV21,
        YEAR = "2021",
        PAGES = "1659-1668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91041"}

@inproceedings{bb94036,
        AUTHOR = "Akadas, K. and Gangisetty, S.",
        TITLE = "3d Semantic Segmentation for Large-scale Scene Understanding",
        BOOKTITLE = MLCSA20,
        YEAR = "2020",
        PAGES = "87-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91042"}

@inproceedings{bb94037,
        AUTHOR = "Robert, D. and Raguet, H. and Landrieu, L.",
        TITLE = "Efficient 3D Semantic Segmentation with Superpoint Transformer",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17149-17158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91043"}

@inproceedings{bb94038,
        AUTHOR = "Landrieu, L. and Simonovsky, M.",
        TITLE = "Large-Scale Point Cloud Semantic Segmentation with Superpoint Graphs",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4558-4567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91044"}

@inproceedings{bb94039,
        AUTHOR = "Liu, F. and Li, S. and Zhang, L. and Zhou, C. and Ye, R. and Wang, Y. and Lu, J.",
        TITLE = "3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic
Parsing of Large-Scale 3D Point Clouds",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5679-5688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91045"}

@inproceedings{bb94040,
        AUTHOR = "Martinovic, A. and Knopp, J. and Riemenschneider, H. and Van Gool, L.J.",
        TITLE = "3D all the way: Semantic segmentation of urban scenes from start to
end in 3D",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4456-4465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT91046"}

@article{bb94041,
        AUTHOR = "Tan, J.G. and Wang, K. and Chen, L. and Zhang, G.H. and Li, J. and Zhang, X.L.",
        TITLE = "HCFS3D: Hierarchical coupled feature selection network for 3D
semantic and instance segmentation",
        JOURNAL = IVC,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "104129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91047"}

@article{bb94042,
        AUTHOR = "Karara, G. and Hajji, R. and Poux, F.",
        TITLE = "3D Point Cloud Semantic Augmentation: Instance Segmentation of 360°
Panoramas by Deep Learning Techniques",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91048"}

@article{bb94043,
        AUTHOR = "Tan, J. and Chen, L. and Wang, K.R. and Li, J.M. and Zhang, X.L.",
        TITLE = "SASO: Joint 3D semantic-instance segmentation via multi-scale
semantic association and salient point clustering optimization",
        JOURNAL = IET-CV,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "366-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91049"}

@article{bb94044,
        AUTHOR = "Liang, P.X. and Zhang, Y.Z. and Ding, Y.F. and Chen, J.X. and Madukoma, C.S. and Weninger, T. and Shrout, J.D. and Chen, D.Z.",
        TITLE = "H-EMD: A Hierarchical Earth Mover's Distance Method for Instance
Segmentation",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2582-2597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91050"}

@article{bb94045,
        AUTHOR = "Chen, F. and Wu, F. and Gao, G.W. and Ji, Y. and Xu, J. and Jiang, G.P. and Jing, X.Y.",
        TITLE = "JSPNet: Learning joint semantic and instance segmentation of point
clouds via feature self-similarity and cross-task probability",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91051"}

@article{bb94046,
        AUTHOR = "Qi, L. and Wang, Y. and Chen, Y.K. and Chen, Y.C. and Zhang, X.Y. and Sun, J. and Jia, J.Y.",
        TITLE = "PointINS: Point-Based Instance Segmentation",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6377-6392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91052"}

@inproceedings{bb94047,
        AUTHOR = "Wang, X.L. and Liu, S. and Shen, X.Y. and Shen, C.H. and Jia, J.Y.",
        TITLE = "Associatively Segmenting Instances and Semantics in Point Clouds",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4091-4100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91053"}

@inproceedings{bb94048,
        AUTHOR = "Jiang, L. and Zhao, H.S. and Shi, S.S. and Liu, S. and Fu, C.W. and Jia, J.Y.",
        TITLE = "PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4866-4875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91054"}

@article{bb94049,
        AUTHOR = "Liao, Y.B. and Zhu, H.Y. and Zhang, Y.G. and Ye, C.G. and Chen, T. and Fan, J.Y.",
        TITLE = "Point Cloud Instance Segmentation With Semi-Supervised Bounding-Box
Mining",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10159-10170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91055"}

@inproceedings{bb94050,
        AUTHOR = "Liao, Y.B. and Zhu, H.Y. and Chen, T. and Fan, J.Y.",
        TITLE = "SPCR: semi-supervised point cloud instance segmentation with
perturbation consistency regularization",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3113-3117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91056"}

@article{bb94051,
        AUTHOR = "He, T. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "Dynamic Convolution for 3D Point Cloud Instance Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5697-5711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91057"}

@inproceedings{bb94052,
        AUTHOR = "He, T. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "DyCo3D: Robust Instance Segmentation of 3D Point Clouds through
Dynamic Convolution",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "354-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91058"}

@inproceedings{bb94053,
        AUTHOR = "He, T. and Liu, Y.F. and Shen, C.H. and Wang, X.L. and Sun, C.M.",
        TITLE = "Instance-aware Embedding for Point Cloud Instance Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 255-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91059"}

@article{bb94054,
        AUTHOR = "Xv, J. and Deng, F.",
        TITLE = "3D Point Cloud Instance Segmentation Considering Global Shape Contour
Constraints",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "20",
        PAGES = "4939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91060"}

@article{bb94055,
        AUTHOR = "Tao, M. and Zhao, C.Y. and Tang, M. and Wang, J.Q.",
        TITLE = "Objformer: Boosting 3D object detection via instance-wise interaction",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91061"}

@article{bb94056,
        AUTHOR = "Li, Z.X. and Ye, W.N. and Jiang, T.T. and Huang, T.J.",
        TITLE = "GIN: Generative INvariant Shape Prior for Amodal Instance
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3924-3936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91062"}

@inproceedings{bb94057,
        AUTHOR = "Li, Z.X. and Ye, W.N. and Jiang, T.T. and Huang, T.J.",
        TITLE = "2D Amodal Instance Segmentation Guided by 3D Shape Prior",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIX:165-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91063"}

@article{bb94058,
        AUTHOR = "Vu, T. and Kim, K. and Nguyen, T. and Luu, T.M. and Kim, J.Y. and Yoo, C.D.",
        TITLE = "Scalable SoftGroup for 3D Instance Segmentation on Point Clouds",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1981-1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91064"}

@inproceedings{bb94059,
        AUTHOR = "Vu, T. and Kim, K. and Luu, T.M. and Nguyen, T. and Yoo, C.D.",
        TITLE = "SoftGroup for 3D Instance Segmentation on Point Clouds",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2698-2707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91065"}

@article{bb94060,
        AUTHOR = "Wu, X.D. and Wang, R.P. and Chen, X.L.",
        TITLE = "Data-efficient 3D instance segmentation by transferring knowledge
from synthetic scans",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "151-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91066"}

@article{bb94061,
        AUTHOR = "Ziabari, A. and Rose, D.C. and Shirinifard, A. and Solecki, D.",
        TITLE = "YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy",
        JOURNAL = PRL,
        VOLUME = "181",
        YEAR = "2024",
        PAGES = "37-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91067"}

@article{bb94062,
        AUTHOR = "Zhang, H. and Wang, C.S. and Yu, L. and Tian, S.W. and Ning, X. and Rodrigues, J.",
        TITLE = "PointGT: A Method for Point-Cloud Classification and Segmentation
Based on Local Geometric Transformation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8052-8062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91068"}

@article{bb94063,
        AUTHOR = "Fang, Z. and Zhuang, C. and Lu, Z. and Wang, Y.Q. and Liu, L. and Xiao, J.",
        TITLE = "BGPSeg: Boundary-Guided Primitive Instance Segmentation of Point
Clouds",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1454-1468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91069"}

@article{bb94064,
        AUTHOR = "Yao, L. and Wang, Y. and Liu, M. and Chau, L.P.",
        TITLE = "SGIFormer: Semantic-Guided and Geometric-Enhanced Interleaving
Transformer for 3D Instance Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2276-2288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91070"}

@inproceedings{bb94065,
        AUTHOR = "Lu, J.H. and Deng, J.C.",
        TITLE = "Relation3D: Enhancing Relation Modeling for Point Cloud Instance
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8889-8899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91071"}

@inproceedings{bb94066,
        AUTHOR = "Deng, Q. and Hui, L. and Xie, J. and Yang, J.",
        TITLE = "Sketchy Bounding-Box Supervision for 3D Instance Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8879-8888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91072"}

@inproceedings{bb94067,
        AUTHOR = "Roh, W. and Jung, H. and Nam, G. and Lee, D.I. and Park, H. and Yoon, S.H. and Joo, J. and Kim, S.",
        TITLE = "Insightful Instance Features for 3D Instance Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14057-14067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91073"}

@inproceedings{bb94068,
        AUTHOR = "Li, H.J. and Wu, Y.M. and Meng, J.R. and Gao, Q. and Zhang, Z.Y. and Wang, R.G. and Zhang, J.",
        TITLE = "InstanceGaussian: Appearance-Semantic Joint Gaussian Representation
for 3D Instance-Level Perception",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14078-14088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91074"}

@inproceedings{bb94069,
        AUTHOR = "Lee, J. and Park, C. and Choe, J. and Wang, Y.C.A.F. and Kautz, J. and Cho, M. and Choy, C.",
        TITLE = "Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14089-14101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91075"}

@inproceedings{bb94070,
        AUTHOR = "Yu, H. and Li, W. and Wang, S. and Chen, J. and Zhu, J.",
        TITLE = "Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal
Instruction Tuning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14147-14157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91076"}

@inproceedings{bb94071,
        AUTHOR = "Zhao, J. and Zhuo, J. and Chen, J.S. and Ma, H.M.",
        TITLE = "SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D
Instance Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19325-19334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91077"}

@inproceedings{bb94072,
        AUTHOR = "Chacko, R. and Hani, N. and Khaliullin, E. and Sun, L. and Lee, D.",
        TITLE = "Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D
Instance Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3497-3507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91078"}

@inproceedings{bb94073,
        AUTHOR = "Yan, M. and Zhang, J.Z. and Zhu, Y. and Wang, H.",
        TITLE = "MaskClustering: View Consensus Based Mask Graph Clustering for
Open-Vocabulary 3D Instance Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28274-28284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91079"}

@inproceedings{bb94074,
        AUTHOR = "Ton, T. and Hong, J.W. and Eom, S. and Shim, J.Y. and Kim, J.Y. and Yoo, C.D.",
        TITLE = "Zero-Shot Dual-Path Integration Framework for Open-Vocabulary 3D
Instance Segmentation",
        BOOKTITLE = OpenSUN3D24,
        YEAR = "2024",
        PAGES = "7598-7607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91080"}

@inproceedings{bb94075,
        AUTHOR = "Shi, C. and Zhang, Y.L. and Yang, B. and Tang, J.J. and Ma, Y.X. and Yang, S.",
        TITLE = "Part2object: Hierarchical Unsupervised 3d Instance Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVIII: 1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91081"}

@inproceedings{bb94076,
        AUTHOR = "Guo, H.Y. and Zhu, H. and Peng, S. and Wang, Y. and Shen, Y.J. and Hu, R.Z. and Zhou, X.W.",
        TITLE = "SAM-Guided Graph Cut for 3d Instance Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVIII: 234-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91082"}

@inproceedings{bb94077,
        AUTHOR = "Rozenberszki, D. and Litany, O. and Dai, A.",
        TITLE = "UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "19957-19967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91083"}

@inproceedings{bb94078,
        AUTHOR = "Kolodiazhnyi, M. and Vorontsova, A. and Konushin, A. and Rukhovich, D.",
        TITLE = "OneFormer3D: One Transformer for Unified Point Cloud Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20943-20953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91084"}

@inproceedings{bb94079,
        AUTHOR = "Roh, W. and Jung, H. and Nam, G. and Yeom, J. and Park, H. and Yoon, S.H. and Kim, S.",
        TITLE = "Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic
Prior",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20644-20653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91085"}

@inproceedings{bb94080,
        AUTHOR = "Lu, J.H. and Deng, J.C. and Zhang, T.Z.",
        TITLE = "BSNet: Box-Supervised Simulation-Assisted Mean Teacher for 3D
Instance Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20374-20384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91086"}

@inproceedings{bb94081,
        AUTHOR = "Yin, Y. and Liu, Y.Z. and Xiao, Y. and Cohen Or, D. and Huang, J.W. and Chen, B.Q.",
        TITLE = "SAI3D: Segment any Instance in 3D Scenes",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3292-3302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91087"}

@inproceedings{bb94082,
        AUTHOR = "Jain, A. and Katara, P. and Gkanatsios, N. and Harley, A.W. and Sarch, G. and Aggarwal, K. and Chaudhary, V. and Fragkiadaki, K.",
        TITLE = "ODIN: A Single Model for 2D and 3D Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3564-3574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91088"}

@inproceedings{bb94083,
        AUTHOR = "Shin, S. and Zhou, K. and Vankadari, M. and Markham, A. and Trigoni, N.",
        TITLE = "Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation
with Spherical Representation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4060-4069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91089"}

@inproceedings{bb94084,
        AUTHOR = "Yin, J. and Shen, J.B. and Chen, R. and Li, W. and Yang, R.G. and Frossard, P. and Wang, W.G.",
        TITLE = "IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D
Object Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14905-14915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91090"}

@inproceedings{bb94085,
        AUTHOR = "Xia, Q.M. and Ye, W. and Wu, H. and Zhao, S.J. and Xing, L.Y. and Huang, X. and Deng, J.H. and Li, X. and Wen, C.L. and Wang, C.",
        TITLE = "HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature
Fusion for Sparsely-Supervised 3D Object Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15321-15330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91091"}

@inproceedings{bb94086,
        AUTHOR = "Zhang, Z.K. and Ding, J. and Jiang, L. and Dai, D.X. and Xia, G.S.",
        TITLE = "FreePoint: Unsupervised Point Cloud Instance Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28254-28263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91092"}

@inproceedings{bb94087,
        AUTHOR = "Dey, N. and Abulnaga, S.M. and Billot, B. and Turk, E.A. and Grant, P.E. and Dalca, A.V. and Golland, P.",
        TITLE = "AnyStar: Domain randomized universal star-convex 3D instance
segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7578-7588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91093"}

@inproceedings{bb94088,
        AUTHOR = "Kolodiazhnyi, M. and Vorontsova, A. and Konushin, A. and Rukhovich, D.",
        TITLE = "Top-Down Beats Bottom-Up in 3D Instance Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3554-3562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91094"}

@inproceedings{bb94089,
        AUTHOR = "Yu, Q. and Du, H.M. and Liu, C. and Yu, X.",
        TITLE = "When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation
with Weak-and-Noisy Supervision",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3707-3716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91095"}

@inproceedings{bb94090,
        AUTHOR = "Ngo, T.D. and Hua, B.S. and Nguyen, K.",
        TITLE = "ISBNet: a 3D Point Cloud Instance Segmentation Network with
Instance-aware Sampling and Box-aware Dynamic Convolution",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13550-13559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91096"}

@inproceedings{bb94091,
        AUTHOR = "Du, H.M. and Yu, X. and Hussain, F. and Armin, M.A. and Petersson, L. and Li, W.H.",
        TITLE = "Weakly-supervised Point Cloud Instance Segmentation with Geometric
Priors",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4260-4269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91097"}

@inproceedings{bb94092,
        AUTHOR = "Sun, W.W. and Rebain, D. and Liao, R.J. and Tankovich, V. and Yazdani, S. and Yi, K.M. and Tagliasacchi, A.",
        TITLE = "NeuralBF: Neural Bilateral Filtering for Top-down Instance
Segmentation on Point Clouds",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "551-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91098"}

@inproceedings{bb94093,
        AUTHOR = "Campagnolo, D. and Camuffo, E. and Michieli, U. and Borin, P. and Milani, S. and Giordano, A.",
        TITLE = "Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "291-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91099"}

@inproceedings{bb94094,
        AUTHOR = "Al Khatib, S. and Boudjoghra, M.E. and Lahoud, J. and Khan, F.S.",
        TITLE = "3D Instance Segmentation via Enhanced Spatial and Semantic
Supervision",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "541-550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91100"}

@inproceedings{bb94095,
        AUTHOR = "Zhao, W.G. and Yan, Y. and Yang, C. and Ye, J.A. and Yang, X. and Huang, K.",
        TITLE = "Divide and Conquer: 3D Point Cloud Instance Segmentation With
Point-Wise Binarization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "562-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91101"}

@inproceedings{bb94096,
        AUTHOR = "Lai, X. and Yuan, Y.H. and Chu, R. and Chen, Y.K. and Hu, H. and Jia, J.Y.",
        TITLE = "Mask-Attention-Free Transformer for 3D Instance Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "3670-3680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91102"}

@inproceedings{bb94097,
        AUTHOR = "Zhang, Y.M. and Tosi, F. and Mattoccia, S. and Poggi, M.",
        TITLE = "GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "3704-3714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91103"}

@inproceedings{bb94098,
        AUTHOR = "Xia, Q.M. and Deng, J.H. and Wen, C.L. and Wu, H. and Shi, S.S. and Li, X. and Wang, C.",
        TITLE = "CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object
Detection with Very Limited Annotations",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6231-6240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91104"}

@inproceedings{bb94099,
        AUTHOR = "Chen, Y.L. and Yu, Z. and Chen, Y.K. and Lan, S.Y. and Anandkumar, A. and Jia, J.Y. and Alvarez, J.M.",
        TITLE = "FocalFormer3D : Focusing on Hard Instance for 3D Object Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "8360-8371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT91105"}