Keith Price Bibliography Bibtex Entry (ANCHOR 95900 URL http://dx.doi.org/10.1016/j.patcog.2024.110630 PAGES 110630 YEAR 2024 MONTH NIL BIBSOURCE http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT92862 VOLUME 154 JOURNAL PR 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)


@article{bb95900,
        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#TT92862"}

@article{bb95901,
        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#TT92863"}

@article{bb95902,
        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#TT92864"}

@article{bb95903,
        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#TT92865"}

@article{bb95904,
        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#TT92866"}

@article{bb95905,
        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#TT92867"}

@article{bb95906,
        AUTHOR = "Liu, P. and Ge, Y.Q. and Duan, L.X. and Li, W. and Luo, H.N. and Lv, F.M.",
        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#TT92868"}

@article{bb95907,
        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#TT92869"}

@article{bb95908,
        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#TT92870"}

@article{bb95909,
        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#TT92871"}

@inproceedings{bb95910,
        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#TT92872"}

@inproceedings{bb95911,
        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#TT92873"}

@inproceedings{bb95912,
        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#TT92874"}

@article{bb95913,
        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#TT92875"}

@article{bb95914,
        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#TT92876"}

@article{bb95915,
        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#TT92877"}

@article{bb95916,
        AUTHOR = "Wang, H.Y. and Wang, F.S. and Wang, M.Y. and Sun, F.M. 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#TT92878"}

@article{bb95917,
        AUTHOR = "Chen, Y.M. and Xia, J. and Zou, X. and Xiao, Z.T. and Tang, X. and Zang, Y. and Chen, D. and Shen, Y.Q.",
        TITLE = "Contextual boundary-aware network for semantic segmentation of
complex land transportation point cloud scenes",
        JOURNAL = PandRS,
        VOLUME = "230",
        YEAR = "2025",
        PAGES = "18-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT92879"}

@article{bb95918,
        AUTHOR = "Wang, H.L. and Duan, K. and Zhang, M.Z. and Ma, L.",
        TITLE = "LSBE-Net: Semantic segmentation of large-scale point cloud scenes via
local boundary feature and spatial attention aggregation",
        JOURNAL = IVC,
        VOLUME = "165",
        YEAR = "2026",
        PAGES = "105798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT92880"}

@inproceedings{bb95919,
        AUTHOR = "Cong, W. and Liang, H. and Fan, Z.W. and Wang, P.H. and Jiang, Y.F. and Xu, D. and Oztireli, A.C. and Wang, Z.Y.",
        TITLE = "NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic
Representation Learning from View Prediction",
        BOOKTITLE = NRend24,
        YEAR = "2024",
        PAGES = "2872-2882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443lssem3d5.html#TT92881"}

@inproceedings{bb95920,
        AUTHOR = "Chen, H.M. and Zhang, Z.Z. and Qu, Y.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#TT92882"}

@inproceedings{bb95921,
        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#TT92883"}

@inproceedings{bb95922,
        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#TT92884"}

@inproceedings{bb95923,
        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#TT92885"}

@inproceedings{bb95924,
        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#TT92886"}

@inproceedings{bb95925,
        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#TT92887"}

@inproceedings{bb95926,
        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#TT92888"}

@inproceedings{bb95927,
        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#TT92889"}

@inproceedings{bb95928,
        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#TT92890"}

@inproceedings{bb95929,
        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#TT92891"}

@inproceedings{bb95930,
        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#TT92892"}

@inproceedings{bb95931,
        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#TT92893"}

@inproceedings{bb95932,
        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#TT92894"}

@inproceedings{bb95933,
        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#TT92895"}

@inproceedings{bb95934,
        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#TT92896"}

@article{bb95935,
        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#TT92897"}

@article{bb95936,
        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#TT92898"}

@article{bb95937,
        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#TT92899"}

@article{bb95938,
        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#TT92900"}

@article{bb95939,
        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#TT92901"}

@article{bb95940,
        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#TT92902"}

@inproceedings{bb95941,
        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#TT92903"}

@inproceedings{bb95942,
        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#TT92904"}

@article{bb95943,
        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#TT92905"}

@inproceedings{bb95944,
        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#TT92906"}

@article{bb95945,
        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#TT92907"}

@inproceedings{bb95946,
        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#TT92908"}

@inproceedings{bb95947,
        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#TT92909"}

@article{bb95948,
        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#TT92910"}

@article{bb95949,
        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#TT92911"}

@article{bb95950,
        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#TT92912"}

@inproceedings{bb95951,
        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#TT92913"}

@article{bb95952,
        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#TT92914"}

@inproceedings{bb95953,
        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#TT92915"}

@article{bb95954,
        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#TT92916"}

@article{bb95955,
        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#TT92917"}

@article{bb95956,
        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#TT92918"}

@article{bb95957,
        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#TT92919"}

@article{bb95958,
        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#TT92920"}

@article{bb95959,
        AUTHOR = "Du, X.M. and Wu, X.H.",
        TITLE = "Instance Segmentation of LiDAR Point Clouds with Local Perception and
Channel Similarity",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "18",
        PAGES = "3239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92921"}

@article{bb95960,
        AUTHOR = "Zhang, S.H. and Yang, H.N. and Zhang, J.W. and Wang, X.Y.",
        TITLE = "DBNet: A depth-guided and boundary-aware network for amodal instance
segmentation",
        JOURNAL = IVC,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "105688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92922"}

@article{bb95961,
        AUTHOR = "Yi, T.H. and Wang, S. and Zhang, Z.T. and Wang, C.W. and Yan, D.M. and Xu, R.T. and Chen, E.",
        TITLE = "OV-BIS: Open-Vocabulary Boundary Guide Zero-Shot 3D Instance
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7701-7713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92923"}

@article{bb95962,
        AUTHOR = "Feng, Y.L. and Qin, Y. and Peng, D.Z. and Zhu, H.Y. and Peng, X. and Hu, P.",
        TITLE = "PointCloud-Text Matching: Benchmark Dataset and Baseline",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6986-6995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92924"}

@article{bb95963,
        AUTHOR = "Zhou, R.J. and Hu, Q.S. and Wang, M.L.",
        TITLE = "Harnessing Depth Gradients: A New Framework for Precise RGB-D
Instance Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4429-4433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92925"}

@article{bb95964,
        AUTHOR = "Sun, Y.F. and Dai, C.G. and Li, W.K. and Zhang, Y.S. and Ji, S. and Yu, A.Z. and Chen, Y.P. and Wang, H.Y.",
        TITLE = "Supervised Contrastive Learning for Indoor Point Cloud
Oversegmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "9189-9201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92926"}

@inproceedings{bb95965,
        AUTHOR = "Liu, C. and Hou, Y.L. and Chen, B.C.",
        TITLE = "Multi-View Amodal Instance Segmentation Based on 3d Representation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2582-2587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92927"}

@inproceedings{bb95966,
        AUTHOR = "Xu, M. and Yin, X.Y.L. and Qiu, L. and Liu, Y. and Tong, X. and Han, X.G.",
        TITLE = "SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance
Segmentation",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1222-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92928"}

@inproceedings{bb95967,
        AUTHOR = "Xue, Y.H. and Chen, N. and Liu, J. and Sun, W.",
        TITLE = "ZeroPS: High-Quality Cross-Modal Knowledge Transfer for Zero-Shot 3D
Part Segmentation",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1328-1339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92929"}

@inproceedings{bb95968,
        AUTHOR = "Mei, G.F. and Riz, L. and Wang, Y.M. and Poiesi, F.",
        TITLE = "Vocabulary-Free 3D Instance Segmentation with Vision-Language
Assistant",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1197-1210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92930"}

@inproceedings{bb95969,
        AUTHOR = "Piekenbrinck, J. and Schmidt, C. and Hermans, A. and Vaskevicius, N. and Linder, T. and Leibe, B.",
        TITLE = "OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian
Splatting",
        BOOKTITLE = OpenSUN3D25,
        YEAR = "2025",
        PAGES = "5246-5255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT92931"}

@inproceedings{bb95970,
        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#TT92932"}

@inproceedings{bb95971,
        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#TT92933"}

@inproceedings{bb95972,
        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#TT92934"}

@inproceedings{bb95973,
        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#TT92935"}

@inproceedings{bb95974,
        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#TT92936"}

@inproceedings{bb95975,
        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#TT92937"}

@inproceedings{bb95976,
        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#TT92938"}

@inproceedings{bb95977,
        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#TT92939"}

@inproceedings{bb95978,
        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#TT92940"}

@inproceedings{bb95979,
        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#TT92941"}

@inproceedings{bb95980,
        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#TT92942"}

@inproceedings{bb95981,
        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#TT92943"}

@inproceedings{bb95982,
        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#TT92944"}

@inproceedings{bb95983,
        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#TT92945"}

@inproceedings{bb95984,
        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#TT92946"}

@inproceedings{bb95985,
        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#TT92947"}

@inproceedings{bb95986,
        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#TT92948"}

@inproceedings{bb95987,
        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#TT92949"}

@inproceedings{bb95988,
        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#TT92950"}

@inproceedings{bb95989,
        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#TT92951"}

@inproceedings{bb95990,
        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#TT92952"}

@inproceedings{bb95991,
        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#TT92953"}

@inproceedings{bb95992,
        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#TT92954"}

@inproceedings{bb95993,
        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#TT92955"}

@inproceedings{bb95994,
        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#TT92956"}

@inproceedings{bb95995,
        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#TT92957"}

@inproceedings{bb95996,
        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#TT92958"}

@inproceedings{bb95997,
        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#TT92959"}

@inproceedings{bb95998,
        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#TT92960"}

@inproceedings{bb95999,
        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",
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