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YEAR = "2024",
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AUTHOR = "Fang, Z. and Zhuang, C.Q. and Lu, Z.D. and Wang, Y.Q. and Liu, L. and Xiao, J.",
TITLE = "BGPSeg: Boundary-Guided Primitive Instance Segmentation of Point
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VOLUME = "34",
YEAR = "2025",
PAGES = "1454-1468",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95543"}
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AUTHOR = "Yao, L. and Wang, Y. and Liu, M. and Chau, L.P.",
TITLE = "SGIFormer: Semantic-Guided and Geometric-Enhanced Interleaving
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JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2276-2288",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95544"}
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AUTHOR = "Du, X.M. and Wu, X.H.",
TITLE = "Instance Segmentation of LiDAR Point Clouds with Local Perception and
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JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "18",
PAGES = "3239",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95545"}
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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
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JOURNAL = IVC,
VOLUME = "162",
YEAR = "2025",
PAGES = "105688",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95546"}
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TITLE = "OV-BIS: Open-Vocabulary Boundary Guide Zero-Shot 3D Instance
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JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "7701-7713",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95547"}
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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#TT95548"}
@article{bb98607,
AUTHOR = "Zhou, R.J. and Hu, Q.S. and Wang, M.L.",
TITLE = "Harnessing Depth Gradients: A New Framework for Precise RGB-D
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JOURNAL = SPLetters,
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YEAR = "2025",
PAGES = "4429-4433",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95549"}
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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
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VOLUME = "27",
YEAR = "2025",
PAGES = "9189-9201",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95550"}
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AUTHOR = "Ma, Y.W. and Ji, J.Y. and Qian, Z.P. and Sun, X.S. and Ji, R.R.",
TITLE = "CoP: Chain of Perception for Referring 3D Instance Segmentation",
JOURNAL = IJCV,
VOLUME = "134",
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NUMBER = "4",
MONTH = "April",
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@article{bb98610,
AUTHOR = "Royen, R. and Denis, L. and Munteanu, A.",
TITLE = "ProtoSeg: A prototype-based point cloud instance segmentation method",
JOURNAL = SP:IC,
VOLUME = "144",
YEAR = "2026",
PAGES = "117529",
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AUTHOR = "Jeong, T. and Moon, H.C. and Lee, S. and Jeong, J.",
TITLE = "GQKD: Greedy Query Knowledge Distillation for Efficient 3D Instance
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JOURNAL = SPLetters,
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YEAR = "2026",
PAGES = "1801-1805",
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AUTHOR = "Xu, Q. and Luo, Y.X. and Duan, W.T. and Chen, Z.",
TITLE = "Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile
Medical Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "1947-1959",
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AUTHOR = "Wang, H. and Zhang, G.F.",
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PAGES = "4713-4728",
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AUTHOR = "Liu, X.R. and Liu, W. and Fan, B. and Liu, H.M.",
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AUTHOR = "Yao, L. and Wang, Y. and Cui, Y.W. and Liu, M. and Chau, L.P.",
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TITLE = "SurfDist: Interpretable Three-Dimensional Instance Segmentation Using
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AUTHOR = "Yen, H.X. and Chen, C. and Wang, Y.Q. and Liu, Y.L. and Sun, M.",
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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#TT95599"}
@inproceedings{bb98658,
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#TT95600"}
@inproceedings{bb98659,
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#TT95601"}
@inproceedings{bb98660,
AUTHOR = "Dong, S.C. and Li, R. and Wei, J.C. and Liu, F. and Lin, G.S.",
TITLE = "Collaborative Propagation on Multiple Instance Graphs for 3D Instance
Segmentation with Single-point Supervision",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16619-16628",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95602"}
@inproceedings{bb98661,
AUTHOR = "Ngo, T.D. and Hua, B.S. and Nguyen, K.",
TITLE = "GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using
Gaussian Processes as Pseudo Labelers",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17748-17757",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95603"}
@inproceedings{bb98662,
AUTHOR = "Lu, J.H. and Deng, J.C. and Wang, C.X. and He, J.F. and Zhang, T.Z.",
TITLE = "Query Refinement Transformer for 3D Instance Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "18470-18480",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95604"}
@inproceedings{bb98663,
AUTHOR = "Shinohara, T. and YongHe, L. and Sakamoto, M. and Satoh, T.",
TITLE = "Building CAD Model Reconstruction from Point Clouds via Instance
Segmentation, Signed Distance Function, and Graph Cut",
BOOKTITLE = SHARP23,
YEAR = "2023",
PAGES = "1727-1736",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95605"}
@inproceedings{bb98664,
AUTHOR = "He, T. and Yin, W. and Shen, C.H. and van den Hengel, A.J.",
TITLE = "PointInst3D: Segmenting 3D Instances by Points",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "III:286-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95606"}
@inproceedings{bb98665,
AUTHOR = "Chibane, J. and Engelmann, F. and Tran, T.A. and Pons Moll, G.",
TITLE = "Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation using
Bounding Boxes",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:681-699",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95607"}
@inproceedings{bb98666,
AUTHOR = "Chu, R.H. and Ye, X.Q. and Liu, Z.Z. and Tan, X. and Qi, X.J. and Fu, C.W. and Jia, J.Y.",
TITLE = "TWIST: Two-Way Inter-label Self-Training for Semi-supervised 3D
Instance Segmentation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "1090-1099",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95608"}
@inproceedings{bb98667,
AUTHOR = "Liu, K.C. and Zhao, Y.Z. and Nie, Q. and Gao, Z. and Chen, B.M.",
TITLE = "Weakly Supervised 3D Scene Segmentation with Region-Level Boundary
Awareness and Instance Discrimination",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVIII:37-55",
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@inproceedings{bb98668,
AUTHOR = "Dong, S.C. and Lin, G.S. and Hung, T.Y.",
TITLE = "Learning Regional Purity for Instance Segmentation on 3D Point Clouds",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:56-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95610"}
@inproceedings{bb98669,
AUTHOR = "Ngo, T. and Nguyen, K.",
TITLE = "Geodesic-Former: A Geodesic-Guided Few-Shot 3D Point Cloud Instance
Segmenter",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIX:561-578",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95611"}
@inproceedings{bb98670,
AUTHOR = "Wu, Y.Z. and Shi, M. and Du, S. and Lu, H. and Cao, Z.G. and Zhong, W.C.",
TITLE = "3D Instances as 1D Kernels",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIX:235-252",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT95612"}
@inproceedings{bb98671,
AUTHOR = "Liu, G. and Luo, Y. and Yang, G.",
TITLE = "3d Particle Picking in Cryo-Electron Tomograms Using Instance
Segmentation",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2157-2161",
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@inproceedings{bb98672,
AUTHOR = "Peng, X.D. and Zhu, X.G. and Wang, T. and Ma, Y.X.",
TITLE = "SIDE: Center-based Stereo 3D Detector with Structure-aware Instance
Depth Estimation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "225-234",
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@inproceedings{bb98673,
AUTHOR = "Wang, L. and Zheng, L.H. and Wang, M.",
TITLE = "3D Point Cloud Instance Segmentation of Lettuce Based on PartNet",
BOOKTITLE = AgriVision22,
YEAR = "2022",
PAGES = "1646-1654",
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@inproceedings{bb98674,
AUTHOR = "Zhang, B. and Wonka, P.",
TITLE = "Point Cloud Instance Segmentation using Probabilistic Embeddings",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8879-8888",
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@inproceedings{bb98675,
AUTHOR = "Cherian, A. and Pais, G.D. and Jain, S. and Marks, T.K. and Sullivan, A.",
TITLE = "InSeGAN: A Generative Approach to Segmenting Identical Instances in
Depth Images",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10003-10012",
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@inproceedings{bb98676,
AUTHOR = "Chen, S.Y. and Fang, J.M. and Zhang, Q. and Liu, W.Y. and Wang, X.G.",
TITLE = "Hierarchical Aggregation for 3D Instance Segmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
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@inproceedings{bb98677,
AUTHOR = "Liang, Z.H. and Li, Z.H. and Xu, S. and Tan, M.K. and Jia, K.",
TITLE = "Instance Segmentation in 3D Scenes using Semantic Superpoint Tree
Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
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@inproceedings{bb98678,
AUTHOR = "Huang, J.W. and Zhang, Y.F. and Sun, M.W.",
TITLE = "PrimitiveNet: Primitive Instance Segmentation with Local Primitive
Embedding under Adversarial Metric",
BOOKTITLE = ICCV21,
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AUTHOR = "Jiang, H. and Yan, F. and Cai, J. and Zheng, J. and Xiao, J.",
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@inproceedings{bb98681,
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@inproceedings{bb98686,
AUTHOR = "Elich, C. and Engelmann, F. and Kontogianni, T. and Leibe, B.",
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