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        TITLE = "Leveraging Multi-view Data for Improved Detection Performance:
An Industrial Use Case",
        BOOKTITLE = VISION23,
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        PAGES = "4464-4471",
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@inproceedings{bb92101,
        AUTHOR = "Wang, S. and Li, W. and Liu, W.Y. and Liu, X.L. and Zhu, J.",
        TITLE = "LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using
Online Camera Distillation",
        BOOKTITLE = CVPR23,
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        PAGES = "5186-5195",
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@inproceedings{bb92102,
        AUTHOR = "Li, J.Y. and Luo, C.X. and Yang, X.D.",
        TITLE = "PillarNeXt: Rethinking Network Designs for 3D Object Detection in
LiDAR Point Clouds",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "17567-17576",
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@inproceedings{bb92103,
        AUTHOR = "Yang, Y.W. and Hayat, M. and Jin, Z. and Zhu, H.Y. and Lei, Y.J.",
        TITLE = "Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware Synthesis",
        BOOKTITLE = ICCV23,
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        PAGES = "11552-11562",
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@inproceedings{bb92104,
        AUTHOR = "Yang, Y.W. and Hayat, M. and Jin, Z. and Ren, C. and Lei, Y.J.",
        TITLE = "Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental
Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "21759-21768",
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@inproceedings{bb92105,
        AUTHOR = "Zhang, Z.H. and Yang, B. and Wang, B. and Li, B.",
        TITLE = "GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "17619-17629",
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@inproceedings{bb92106,
        AUTHOR = "Kim, H. and Kang, Y. and Oh, C.G. and Yoon, K.J.",
        TITLE = "Single Domain Generalization for LiDAR Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "17587-17598",
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@inproceedings{bb92107,
        AUTHOR = "Li, J.A. and Dong, Q.",
        TITLE = "Open-set Semantic Segmentation for Point Clouds via Adversarial
Prototype Framework",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9425-9434",
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@inproceedings{bb92108,
        AUTHOR = "Ding, D.Z. and Jiang, E. and Huang, Y.M. and Zhang, M. and Li, W.X. and Yang, M.",
        TITLE = "CAP: Robust Point Cloud Classification via Semantic and Structural
Modeling",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12260-12270",
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@inproceedings{bb92109,
        AUTHOR = "Kong, L.D. and Ren, J.W. and Pan, L. and Liu, Z.W.",
        TITLE = "LaserMix for Semi-Supervised LiDAR Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "21706-21716",
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@inproceedings{bb92110,
        AUTHOR = "Wang, Y.Q. and Chen, Y.T. and Zhang, Z.X.",
        TITLE = "FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D
Detection",
        BOOKTITLE = CVPR23,
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        PAGES = "5096-5105",
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@inproceedings{bb92111,
        AUTHOR = "Ando, A. and Gidaris, S. and Bursuc, A. and Puy, G. and Boulch, A. and Marlet, R.",
        TITLE = "RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in
Autonomous Driving",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5240-5250",
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@inproceedings{bb92112,
        AUTHOR = "Jameela, M. and Sohn, G. and Yoo, S.",
        TITLE = "Fusion-SUNet: Spatial Layout Consistency for 3D Semantic Segmentation",
        BOOKTITLE = PCV23,
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@inproceedings{bb92113,
        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,
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        PAGES = "6577-6586",
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@inproceedings{bb92114,
        AUTHOR = "Xiao, A. and Huang, J.X. and Xuan, W.H. and Ren, R.J. and Liu, K. and Guan, D. and El Saddik, A. and Lu, S.J. and Xing, E.",
        TITLE = "3D Semantic Segmentation in the Wild: Learning Generalized Models for
Adverse-Condition Point Clouds",
        BOOKTITLE = CVPR23,
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        PAGES = "9382-9392",
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@inproceedings{bb92115,
        AUTHOR = "Liu, J. and Chang, C. and Liu, J.H. and Wu, X.Y. and Ma, L. and Qi, X.J.",
        TITLE = "MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation
on Multi-Scan 3D Point Clouds",
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@inproceedings{bb92116,
        AUTHOR = "Ryu, K. and Hwang, S. and Park, J.",
        TITLE = "Instant Domain Augmentation for LiDAR Semantic Segmentation",
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@inproceedings{bb92117,
        AUTHOR = "Li, L. and Shum, H.P.H. and Breckon, T.P.",
        TITLE = "Less is More: Reducing Task and Model Complexity for 3D Point Cloud
Semantic Segmentation",
        BOOKTITLE = CVPR23,
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@inproceedings{bb92118,
        AUTHOR = "Lu, J.C. and Gu, S. and Xu, C.Z. and Kong, H.",
        TITLE = "A Cylindrical Convolution Network for Dense Top-view Semantic
Segmentation with Lidar Point Clouds",
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        PAGES = "VII:344-360",
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@inproceedings{bb92119,
        AUTHOR = "Lee, M.S. and Yang, S.W. and Han, S.W.",
        TITLE = "GaIA: Graphical Information Gain based Attention Network for Weakly
Supervised Point Cloud Semantic Segmentation",
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@inproceedings{bb92120,
        AUTHOR = "Liu, M.H. and Zhou, Y. and Qi, C.R. and Gong, B.Q. and Su, H. and Anguelov, D.",
        TITLE = "LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds",
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        PAGES = "XXIX:70-89",
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@inproceedings{bb92121,
        AUTHOR = "Yi, L. and Gong, B.Q. and Funkhouser, T.",
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Segmentation of LiDAR Point Clouds",
        BOOKTITLE = CVPR21,
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@inproceedings{bb92122,
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        TITLE = "Scribble-Supervised LiDAR Semantic Segmentation",
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@inproceedings{bb92123,
        AUTHOR = "Zhao, Y.H. and Wang, J. and Li, X.L. and Hu, Y. and Zhang, C. and Wang, Y.F. and Chen, S.H.",
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@inproceedings{bb92124,
        AUTHOR = "Bansal, N. and Ji, P. and Yuan, J.S. and Xu, Y.",
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        AUTHOR = "Cen, J. and Yun, P. and Zhang, S.W. and Cai, J.H. and Luan, D. and Tang, M.Q. and Liu, M. and Wang, M.Y.",
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        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVIII:318-334",
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@inproceedings{bb92127,
        AUTHOR = "Hu, Z. and Bai, X.Y. and Zhang, R. and Wang, X. and Sun, G.Y. and Fu, H.B. and Tai, C.L.",
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        PAGES = "XXVII:248-265",
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@inproceedings{bb92128,
        AUTHOR = "Ding, R. and Yang, J. and Jiang, L. and Qi, X.J.",
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Segmentation",
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@inproceedings{bb92129,
        AUTHOR = "Li, J. and Dai, H. and Ding, Y.",
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        PAGES = "XXVIII:659-676",
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@inproceedings{bb92130,
        AUTHOR = "Ergul, M. and Alatan, A.",
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Segmentation From Image-Level Supervision",
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@inproceedings{bb92131,
        AUTHOR = "Thyagharajan, A. and Ummenhofer, B. and Laddha, P. and Omer, O.J. and Subramoney, S.",
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@inproceedings{bb92132,
        AUTHOR = "Shin, I. and Tsai, Y.H. and Zhuang, B.B. and Schulter, S. and Liu, B. and Garg, S. and Kweon, I.S. and Yoon, K.J.",
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@inproceedings{bb92133,
        AUTHOR = "Yen, Y.T. and Lu, C.N. and Chiu, W.C. and Tsai, Y.H.",
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        PAGES = "XXVII:710-728",
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@inproceedings{bb92134,
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        AUTHOR = "Hou, Y.N. and Zhu, X.G. and Ma, Y.X. and Loy, C.C. and Li, Y.K.",
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@inproceedings{bb92136,
        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
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        AUTHOR = "Wu, T.H. and Liu, Y.C. and Huang, Y.K. and Lee, H.Y. and Su, H.T. and Huang, P.C. and Hsu, W.H.",
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@inproceedings{bb92138,
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@inproceedings{bb92139,
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@inproceedings{bb92140,
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@inproceedings{bb92141,
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@inproceedings{bb92142,
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Different Neural Networks on the Railway Station Dataset",
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@inproceedings{bb92144,
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@inproceedings{bb92147,
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@inproceedings{bb92148,
        AUTHOR = "Wang, X. and Li, Y.Y. and Duan, Y.",
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@inproceedings{bb92149,
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@inproceedings{bb92150,
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@inproceedings{bb92151,
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@inproceedings{bb92152,
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@inproceedings{bb92153,
        AUTHOR = "Qiu, S. and Anwar, S. and Barnes, N.M.",
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@inproceedings{bb92154,
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A Dataset, Benchmarks and Challenges",
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@inproceedings{bb92155,
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@inproceedings{bb92156,
        AUTHOR = "Unal, O. and Van Gool, L.J. and Dai, D.X.",
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LiDAR Point Clouds",
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@inproceedings{bb92159,
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Instance Separation and Semantic Fusion",
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@inproceedings{bb92160,
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@inproceedings{bb92161,
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@inproceedings{bb92162,
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        TITLE = "Bi-Directional Attention for Joint Instance and Semantic Segmentation
in Point Clouds",
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@inproceedings{bb92163,
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Active Learning for Semantic Segmentation of ALS Point Clouds",
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@inproceedings{bb92164,
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Clouds",
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@inproceedings{bb92165,
        AUTHOR = "Akadas, K. and Gangisetty, S.",
        TITLE = "3d Semantic Segmentation for Large-scale Scene Understanding",
        BOOKTITLE = MLCSA20,
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@inproceedings{bb92166,
        AUTHOR = "Wang, X. and Fan, X. and Zhao, D.",
        TITLE = "A semantic labeling framework for ALS point clouds based on
discretization and CNN",
        BOOKTITLE = VCIP20,
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@inproceedings{bb92167,
        AUTHOR = "Duerr, F. and Pfaller, M. and Weigel, H. and Beyerer, J.",
        TITLE = "LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory
Alignment",
        BOOKTITLE = "3DV20",
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@inproceedings{bb92168,
        AUTHOR = "Yu, M. and Liu, J. and Ni, B. and Li, C.",
        TITLE = "Two-Stage Relation Constraint for Semantic Segmentation of Point
Clouds",
        BOOKTITLE = "3DV20",
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@inproceedings{bb92169,
        AUTHOR = "Widyaningrum, E. and Fajari, M.K. and Lindenbergh, R.C. and Hahn, M.",
        TITLE = "Tailored Features for Semantic Segmentation with A DGCNN Using Free
Training Samples of A Colored Airborne Point Cloud",
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        PAGES = "B2:339-346",
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@inproceedings{bb92170,
        AUTHOR = "Leichter, A. and Werner, M. and Sester, M.",
        TITLE = "Feature-Extraction from All-scale Neighborhoods with Applications To
Semantic Segmentation of Point Clouds",
        BOOKTITLE = ISPRS20,
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        PAGES = "B2:263-270",
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@inproceedings{bb92171,
        AUTHOR = "Zhang, F.H. and Fang, J. and Wah, B.W. and Torr, P.H.S.",
        TITLE = "Deep Fusionnet for Point Cloud Semantic Segmentation",
        BOOKTITLE = ECCV20,
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        PAGES = "XXIV:644-663",
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@inproceedings{bb92172,
        AUTHOR = "He, T. and Gong, D. and Tian, Z. and Shen, C.H.",
        TITLE = "Learning and Memorizing Representative Prototypes for 3d Point Cloud
Semantic and Instance Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVIII:564-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT89184"}

@inproceedings{bb92173,
        AUTHOR = "Liu, J.X. and Yu, M.H. and Ni, B.B. and Chen, Y.",
        TITLE = "Self-prediction for Joint Instance and Semantic Segmentation of Point
Clouds",
        BOOKTITLE = ECCV20,
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@inproceedings{bb92174,
        AUTHOR = "Wong, C.C. and Vong, C.M.",
        TITLE = "Efficient Outdoor 3d Point Cloud Semantic Segmentation for Critical
Road Objects and Distributed Contexts",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:499-514",
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@inproceedings{bb92175,
        AUTHOR = "Du, A. and Pang, S.C. and Huang, X.S. and Zhang, J. and Wu, Q.A.",
        TITLE = "Exploring Long-Short-Term Context For Point Cloud Semantic
Segmentation",
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@inproceedings{bb92176,
        AUTHOR = "Xu, X. and Lee, G.H.",
        TITLE = "Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x
Fewer Labels",
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@inproceedings{bb92177,
        AUTHOR = "Hu, Z. and Zhen, M.M. and Bai, X.Y. and Fu, H.B. and Tai, C.L.",
        TITLE = "JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D
Point Clouds",
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@inproceedings{bb92178,
        AUTHOR = "Zhu, S. and Brazil, G. and Liu, X.",
        TITLE = "The Edge of Depth: Explicit Constraints Between Segmentation and
Depth",
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@inproceedings{bb92179,
        AUTHOR = "Zhang, Y. and Zhou, Z. and David, P. and Yue, X. and Xi, Z. and Gong, B. and Foroosh, H.",
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Clouds Semantic Segmentation",
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        PAGES = "9598-9607",
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@inproceedings{bb92180,
        AUTHOR = "Wang, L. and Li, X. and Fang, Y.",
        TITLE = "Few-Shot Learning of Part-Specific Probability Space for 3D Shape
Segmentation",
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@inproceedings{bb92181,
        AUTHOR = "Shi, H. and Lin, G. and Wang, H. and Hung, T. and Wang, Z.",
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@inproceedings{bb92182,
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@inproceedings{bb92183,
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        TITLE = "Deep Learning for Semantic Segmentation of 3d Point Cloud",
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@inproceedings{bb92184,
        AUTHOR = "Wang, L. and Huang, Y.C. and Hou, Y.L. and Zhang, S. and Shan, J.",
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@inproceedings{bb92185,
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        TITLE = "A Semantic 3d Point Cloud Segmentation Approach Based On Optimal View
Selection for 2d Image Feature Extraction",
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@inproceedings{bb92186,
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        TITLE = "Efficient 3D Semantic Segmentation with Superpoint Transformer",
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@inproceedings{bb92187,
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        TITLE = "LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic
Segmentation Based on End-to-End-Learned 3D Features and U-Net",
        BOOKTITLE = CVRSUAD19,
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        PAGES = "942-950",
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@inproceedings{bb92189,
        AUTHOR = "Jiang, L. and Shi, S.S. and Tian, Z.T. and Lai, X. and Liu, S. and Fu, C.W. and Jia, J.Y.",
        TITLE = "Guided Point Contrastive Learning for Semi-supervised Point Cloud
Semantic Segmentation",
        BOOKTITLE = ICCV21,
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@inproceedings{bb92190,
        AUTHOR = "Jiang, L. and Zhao, H.S. and Liu, S. and Shen, X.Y. and Fu, C.W. and Jia, J.Y.",
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@inproceedings{bb92191,
        AUTHOR = "Dai, A. and Nießner, M.",
        TITLE = "3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation",
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@inproceedings{bb92192,
        AUTHOR = "Engelmann, F. and Kontogianni, T. and Schult, J. and Leibe, B.",
        TITLE = "Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds",
        BOOKTITLE = DeepLearn-G18,
        YEAR = "2018",
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@inproceedings{bb92193,
        AUTHOR = "Piewak, F. and Pinggera, P. and Schafer, M. and Peter, D. and Schwarz, B. and Schneider, N. and Enzweiler, M. and Pfeiffer, D. and Zollner, M.",
        TITLE = "Boosting LiDAR-Based Semantic Labeling by Cross-modal Training Data
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        BOOKTITLE = MultLearnApp18,
        YEAR = "2018",
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@inproceedings{bb92194,
        AUTHOR = "Graham, B. and Engelcke, M. and van der Maaten, L.",
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@inproceedings{bb92195,
        AUTHOR = "Thomas, H. and Goulette, F. and Deschaud, J. and Marcotegui, B.",
        TITLE = "Semantic Classification of 3D Point Clouds with Multiscale Spherical
Neighborhoods",
        BOOKTITLE = "3DV18",
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@inproceedings{bb92196,
        AUTHOR = "Zhang, C. and Luo, W. and Urtasun, R.",
        TITLE = "Efficient Convolutions for Real-Time Semantic Segmentation of 3D
Point Clouds",
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@inproceedings{bb92197,
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        TITLE = "3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic
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@inproceedings{bb92198,
        AUTHOR = "Namin, S.R. and Alvarez, J.M. and Petersson, L.",
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@inproceedings{bb92199,
        AUTHOR = "Tang, B. and Zhou, Y. and Yu, Y. and Du, S.",
        TITLE = "Higher-order class-specific priors for semantic segmentation of 3D
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