@inproceedings{bb97500,
        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",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2755-2759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94455"}

@inproceedings{bb97501,
        AUTHOR = "Xu, X. and Lee, G.H.",
        TITLE = "Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x
Fewer Labels",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13703-13712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94456"}

@inproceedings{bb97502,
        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",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:222-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94457"}

@inproceedings{bb97503,
        AUTHOR = "Zhu, S. and Brazil, G. and Liu, X.",
        TITLE = "The Edge of Depth: Explicit Constraints Between Segmentation and
Depth",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13113-13122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94458"}

@inproceedings{bb97504,
        AUTHOR = "Zhang, Y. and Zhou, Z. and David, P. and Yue, X. and Xi, Z. and Gong, B. and Foroosh, H.",
        TITLE = "PolarNet: An Improved Grid Representation for Online LiDAR Point
Clouds Semantic Segmentation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9598-9607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94459"}

@inproceedings{bb97505,
        AUTHOR = "Wang, L. and Li, X. and Fang, Y.",
        TITLE = "Few-Shot Learning of Part-Specific Probability Space for 3D Shape
Segmentation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4503-4512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94460"}

@inproceedings{bb97506,
        AUTHOR = "Shi, H. and Lin, G. and Wang, H. and Hung, T. and Wang, Z.",
        TITLE = "SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4573-4582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94461"}

@inproceedings{bb97507,
        AUTHOR = "Kundu, A. and Yin, X.Q. and Fathi, A. and Ross, D. and Brewington, B. and Funkhouser, T. and Pantofaru, C.",
        TITLE = "Virtual Multi-view Fusion for 3d Semantic Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIV:518-535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94462"}

@inproceedings{bb97508,
        AUTHOR = "Malinverni, E.S. and Pierdicca, R. and Paolanti, M. and Martini, M. and Morbidoni, C. and Matrone, F. and Lingua, A.",
        TITLE = "Deep Learning for Semantic Segmentation of 3d Point Cloud",
        BOOKTITLE = CIPA19,
        YEAR = "2019",
        PAGES = "735-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94463"}

@inproceedings{bb97509,
        AUTHOR = "Wang, L. and Huang, Y.C. and Hou, Y.L. and Zhang, S. and Shan, J.",
        TITLE = "Graph Attention Convolution for Point Cloud Semantic Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10288-10297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94464"}

@inproceedings{bb97510,
        AUTHOR = "Adam, A. and Grammatikopoulos, L. and Karras, G. and Protopapadakis, E. and Karantzalos, K.",
        TITLE = "A Semantic 3d Point Cloud Segmentation Approach Based On Optimal View
Selection for 2d Image Feature Extraction",
        BOOKTITLE = LC3D19,
        YEAR = "2019",
        PAGES = "9-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94465"}

@inproceedings{bb97511,
        AUTHOR = "Biasutti, P. and Lepetit, V. and Aujol, J. and Bredif, M. and Bugeau, A.",
        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,
        YEAR = "2019",
        PAGES = "942-950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94466"}

@inproceedings{bb97512,
        AUTHOR = "Dai, A. and Nießner, M.",
        TITLE = "3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 458-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94467"}

@inproceedings{bb97513,
        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",
        PAGES = "III:395-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94468"}

@inproceedings{bb97514,
        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
Generation",
        BOOKTITLE = MultLearnApp18,
        YEAR = "2018",
        PAGES = "VI:497-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94469"}

@inproceedings{bb97515,
        AUTHOR = "Graham, B. and Engelcke, M. and van der Maaten, L.",
        TITLE = "3D Semantic Segmentation with Submanifold Sparse Convolutional
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9224-9232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94470"}

@inproceedings{bb97516,
        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",
        YEAR = "2018",
        PAGES = "390-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94471"}

@inproceedings{bb97517,
        AUTHOR = "Zhang, C. and Luo, W. and Urtasun, R.",
        TITLE = "Efficient Convolutions for Real-Time Semantic Segmentation of 3D
Point Clouds",
        BOOKTITLE = "3DV18",
        YEAR = "2018",
        PAGES = "399-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94472"}

@inproceedings{bb97518,
        AUTHOR = "Namin, S.R. and Alvarez, J.M. and Petersson, L.",
        TITLE = "2D-3D semantic segmentation using cardinality as higher-order loss",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3775-3780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94473"}

@inproceedings{bb97519,
        AUTHOR = "Tang, B. and Zhou, Y. and Yu, Y. and Du, S.",
        TITLE = "Higher-order class-specific priors for semantic segmentation of 3D
outdoor scenes",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94474"}

@inproceedings{bb97520,
        AUTHOR = "Savinov, N. and Ladicky, L. and Hane, C. and Pollefeys, M.",
        TITLE = "Discrete optimization of ray potentials for semantic 3D
reconstruction",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "5511-5518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94475"}

@inproceedings{bb97521,
        AUTHOR = "Samrouth, K. and Deforges, O. and Liu, Y. and Falou, W. and Khalil, M.",
        TITLE = "A joint 3D image semantic segmentation and scalable coding scheme
with ROI approach",
        BOOKTITLE = VCIP14,
        YEAR = "2014",
        PAGES = "270-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94476"}

@inproceedings{bb97522,
        AUTHOR = "Namin, S.T. and Najafi, M. and Salzmann, M. and Petersson, L.",
        TITLE = "A Multi-modal Graphical Model for Scene Analysis",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "1006-1013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94477"}

@inproceedings{bb97523,
        AUTHOR = "Kundu, A. and Li, Y. and Dellaert, F. and Li, F.X. and Rehg, J.M.",
        TITLE = "Joint Semantic Segmentation and 3D Reconstruction from Monocular Video",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VI: 703-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94478"}

@inproceedings{bb97524,
        AUTHOR = "Floros, G. and Leibe, B.",
        TITLE = "Joint 2D-3D temporally consistent semantic segmentation of street
scenes",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2823-2830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94479"}

@inproceedings{bb97525,
        AUTHOR = "Micusik, B. and Kosecka, J.",
        TITLE = "Semantic segmentation of street scenes by superpixel co-occurrence and
3D geometry",
        BOOKTITLE = ObjectEvent09,
        YEAR = "2009",
        PAGES = "625-632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT94480"}

@article{bb97526,
        AUTHOR = "Li, X.Y. and Zhang, L. and Zhu, Z.G.",
        TITLE = "SnapshotNet: Self-supervised feature learning for point cloud data
segmentation using minimal labeled data",
        JOURNAL = CVIU,
        VOLUME = "216",
        YEAR = "2022",
        PAGES = "103339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94481"}

@article{bb97527,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Wang, Q. and Chen, Y.H. and Van Gool, L.J.",
        TITLE = "Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation
with Self-Supervised Depth Estimation",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2070-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94482"}

@inproceedings{bb97528,
        AUTHOR = "Hoyer, L. and Tan, D.J. and Naeem, M.F. and Van Gool, L.J. and Tombari, F.",
        TITLE = "SemiVL: Semi-supervised Semantic Segmentation with Vision-Language
Guidance",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIX: 257-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94483"}

@inproceedings{bb97529,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Chen, Y.H. and Koring, A. and Saha, S. and Van Gool, L.J.",
        TITLE = "Three Ways to Improve Semantic Segmentation with Self-Supervised
Depth Estimation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11125-11135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94484"}

@inproceedings{bb97530,
        AUTHOR = "Gong, R. and Wang, Q. and Danelljan, M. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Continuous Pseudo-Label Rectified Domain Adaptive Semantic
Segmentation with Implicit Neural Representations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7225-7235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94485"}

@inproceedings{bb97531,
        AUTHOR = "Wang, Q. and Dai, D.X. and Hoyer, L. and Van Gool, L.J. and Fink, O.",
        TITLE = "Domain Adaptive Semantic Segmentation with Self-Supervised Depth
Estimation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8495-8505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94486"}

@article{bb97532,
        AUTHOR = "Wu, H. and Huang, Z. and Zheng, W. and Bai, X.J. and Sun, L. and Pu, M.Y.",
        TITLE = "SSGAM-Net: A Hybrid Semi-Supervised and Supervised Network for Robust
Semantic Segmentation Based on Drone LiDAR Data",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94487"}

@article{bb97533,
        AUTHOR = "Zhang, Y.S. and Yao, J.G. and Zhang, R.X. and Wang, X.Y. and Chen, S.Y. and Fu, H.",
        TITLE = "HAVANA: Hard Negative Sample-Aware Self-Supervised Contrastive
Learning for Airborne Laser Scanning Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94488"}

@article{bb97534,
        AUTHOR = "Zheng, X.Y. and Liao, L.W. and Jiao, J.B. and Gao, F. and Wang, R.G.",
        TITLE = "Surface-SOS: Self-Supervised Object Segmentation via Neural Surface
Representation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2018-2031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94489"}

@article{bb97535,
        AUTHOR = "Shu, Z.Y. and Wu, T. and Shen, J.J. and Xin, S.Q. and Liu, L.G.",
        TITLE = "Semi-Supervised 3D Shape Segmentation via Self Refining",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2044-2057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94490"}

@article{bb97536,
        AUTHOR = "Du, A. and Zhou, T.F. and Pang, S. and Wu, Q. and Zhang, J.",
        TITLE = "PCL: Point Contrast and Labeling for Weakly Supervised Point Cloud
Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8902-8914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94491"}

@article{bb97537,
        AUTHOR = "Xuan, W.H. and Qi, H. and Xiao, A.",
        TITLE = "TSG-Seg: Temporal-selective guidance for semi-supervised semantic
segmentation of 3D LiDAR point clouds",
        JOURNAL = PandRS,
        VOLUME = "216",
        YEAR = "2024",
        PAGES = "217-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94492"}

@article{bb97538,
        AUTHOR = "Wu, J.W. and Sun, M.J. and Xu, H.T. and Jiang, C. and Ma, W. and Zhang, Q.",
        TITLE = "Class Agnostic and Specific Consistency Learning for
Weakly-Supervised Point Cloud Semantic Segmentation",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94493"}

@article{bb97539,
        AUTHOR = "Liu, Y. and Hu, Q.Y. and Guo, Y.L.",
        TITLE = "BSTS: A Weakly-Supervised Method for Semantic Learning of 3D Point
Clouds",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11386-11399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94494"}

@article{bb97540,
        AUTHOR = "Zhang, Y.F. and Hou, J.H. and Ren, S. and Wu, J.J. and Yuan, Y.X. and Shi, G.M.",
        TITLE = "Self-Supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural
Calibration",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9201-9216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94495"}

@article{bb97541,
        AUTHOR = "Dong, Q.L. and Li, J.A. and Deng, S.",
        TITLE = "Towards Semi-Supervised Dual-Modal Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8212-8224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94496"}

@inproceedings{bb97542,
        AUTHOR = "Li, J.A. and Dong, Q.L.",
        TITLE = "Density-Guided Semi-Supervised 3D Semantic Segmentation with
Dual-Space Hardness Sampling",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3260-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94497"}

@article{bb97543,
        AUTHOR = "Xu, J.Y. and Yang, W.D. and Kong, L.D. and Liu, Y. and Zhou, Q.Y. and Zhang, R. and Li, Z.J. and Chen, W.M. and Fei, B.",
        TITLE = "Visual Foundation Models Boost Cross-Modal Unsupervised Domain
Adaptation for 3D Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20287-20301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94498"}

@article{bb97544,
        AUTHOR = "Wang, J.Y. and Xiang, X.J. and Lai, J. and Liu, Y. and Li, Q. and Chen, C.",
        TITLE = "Ground to Altitude: Weakly-Supervised Cross-Platform Domain
Generalization for LiDAR Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94499"}

@article{bb97545,
        AUTHOR = "Wang, Q.Y. and Wang, Y.X. and Zhang, J.P. and Wang, Y.J. and Kang, S.",
        TITLE = "Evidentially Driven Uncertainty Decomposition for Weakly Supervised
Point Cloud Semantic Segmentation",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "4",
        PAGES = "167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94500"}

@article{bb97546,
        AUTHOR = "Wang, Q.Z. and Li, N. and Xie, J.Z. and Wang, X.Q. and Liu, W.H. and Mai, Z.",
        TITLE = "Topology-enhanced prototypes with geometric self-adaptation for
few-shot 3D point cloud semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "105979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94501"}

@inproceedings{bb97547,
        AUTHOR = "Liu, C.D. and Weng, X.X. and Jiang, S. and Li, P.C. and Yu, L. and Xia, G.S.",
        TITLE = "Exploring Scene Affinity for Semi-Supervised LiDAR Semantic
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "27380-27389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94502"}

@inproceedings{bb97548,
        AUTHOR = "Nisar, B. and Waslander, S.L.",
        TITLE = "PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point
Clouds",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "6670-6679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94503"}

@inproceedings{bb97549,
        AUTHOR = "Zhang, Z. and Dai, W.S. and Wen, H.T. and Yang, B.",
        TITLE = "LogoSP: Local-global Grouping of Superpoints for Unsupervised
Semantic Segmentation of 3D Point Clouds",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "1374-1384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94504"}

@inproceedings{bb97550,
        AUTHOR = "Lin, R.D. and Weng, P.C. and Wang, Y.Q. and Ding, H. and Han, J.S. and Wang, F.",
        TITLE = "HiLoTs: High-Low Temporal Sensitive Representation Learning for
Semi-Supervised LiDAR Segmentation in Autonomous Driving",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "1429-1438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94505"}

@inproceedings{bb97551,
        AUTHOR = "Chen, T.Y. and Yang, L. and Chuang, T.Y. and Lai, S.H.",
        TITLE = "CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware
Augmentation and Consistency Enforcement",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8356-8367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94506"}

@inproceedings{bb97552,
        AUTHOR = "Liu, Y.Y. and Chen, Y.H. and Wang, H. and Belagiannis, V. and Reid, I.D. and Carneiro, G.",
        TITLE = "Ittakestwo: Leveraging Peer Representations for Semi-supervised Lidar
Semantic Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "I: 81-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94507"}

@inproceedings{bb97553,
        AUTHOR = "Li, J.A. and Dong, Q.",
        TITLE = "Lass3d: Language-assisted Semi-supervised 3d Semantic Segmentation with
Progressive Unreliable Data Exploitation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "III: 252-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94508"}

@inproceedings{bb97554,
        AUTHOR = "Wang, C.Y. and Jiang, L. and Wu, X.Y. and Tian, Z.T. and Peng, B.H. and Zhao, H.S. and Jia, J.Y.",
        TITLE = "GroupContrast: Semantic-Aware Self-Supervised Representation Learning
for 3D Understanding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4917-4928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94509"}

@inproceedings{bb97555,
        AUTHOR = "Du, S.L. and Ibrahimli, N. and Stoter, J. and Kooij, J. and Nan, L.L.",
        TITLE = "Push-the-Boundary: Boundary-aware Feature Propagation for Semantic
Segmentation of 3D Point Clouds",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94510"}

@inproceedings{bb97556,
        AUTHOR = "Unal, O. and Dai, D.X. and Hoyer, L. and Can, Y.B. and Van Gool, L.J.",
        TITLE = "2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic
Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7321-7330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94511"}

@inproceedings{bb97557,
        AUTHOR = "Liu, J.X. and Yu, Z.D. and Breckon, T.P. and Shum, H.P.H.",
        TITLE = "U3DS3: Unsupervised 3D Semantic Scene Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3747-3756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94512"}

@inproceedings{bb97558,
        AUTHOR = "Tran, A.T. and Le, H.S. and Lee, S.H. and Kwon, K.R.",
        TITLE = "PointCT: Point Central Transformer Network for Weakly-supervised
Point Cloud Semantic Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3544-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94513"}

@inproceedings{bb97559,
        AUTHOR = "Rahman, M.A. and Fattah, S.A.",
        TITLE = "Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer
and NearFarMix Augmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "249-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94514"}

@inproceedings{bb97560,
        AUTHOR = "Caros, M. and Just, A. and Segui, S. and Vitria, J.",
        TITLE = "Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on
LiDAR data",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94515"}

@inproceedings{bb97561,
        AUTHOR = "Qian, R. and Ding, S.R. and Liu, X. and Lin, D.",
        TITLE = "Semantics Meets Temporal Correspondence:
Self-supervised Object-centric Learning in Videos",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16629-16641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94516"}

@inproceedings{bb97562,
        AUTHOR = "Xu, Z.Y. and Yuan, B. and Zhao, S.S. and Zhang, Q.N. and Gao, X.B.",
        TITLE = "Hierarchical Point-Based Active Learning for Semi-Supervised Point
Cloud Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18052-18062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94517"}

@inproceedings{bb97563,
        AUTHOR = "Liu, L.Z. and Zhuang, Z.W. and Huang, S.X. and Xiao, X.L. and Xiang, T.H. and Chen, C. and Wang, J.D. and Tan, M.K.",
        TITLE = "CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point
Cloud Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18367-18376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94518"}

@inproceedings{bb97564,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94519"}

@inproceedings{bb97565,
        AUTHOR = "Unal, O. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Scribble-Supervised LiDAR Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2687-2697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94520"}

@inproceedings{bb97566,
        AUTHOR = "Bansal, N. and Ji, P. and Yuan, J.S. and Xu, Y.",
        TITLE = "Semantics-Depth-Symbiosis:
Deeply Coupled Semi-Supervised Learning of Semantics and Depth",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5817-5828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94521"}

@inproceedings{bb97567,
        AUTHOR = "Li, L.X. and Heizmann, M.",
        TITLE = "A Closer Look at Invariances in Self-supervised Pre-training for 3D
Vision",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:656-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94522"}

@inproceedings{bb97568,
        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,
        YEAR = "2021",
        PAGES = "6403-6412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94523"}

@inproceedings{bb97569,
        AUTHOR = "Jiang, L. and Zhao, H.S. and Liu, S. and Shen, X.Y. and Fu, C.W. and Jia, J.Y.",
        TITLE = "Hierarchical Point-Edge Interaction Network for Point Cloud Semantic
Segmentation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10432-10440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semisusem5.html#TT94524"}

@article{bb97570,
        AUTHOR = "Su, W. and Wang, Z.F.",
        TITLE = "Widening residual skipped network for semantic segmentation",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "880-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94525"}

@inproceedings{bb97571,
        AUTHOR = "Su, W. and Wang, Z.F.",
        TITLE = "Regularized fully convolutional networks for RGB-D semantic
segmentation",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94526"}

@article{bb97572,
        AUTHOR = "Pagnutti, G. and Minto, L. and Zanuttigh, P.",
        TITLE = "Segmentation and semantic labelling of RGBD data with convolutional
neural networks and surface fitting",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "633-642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94527"}

@article{bb97573,
        AUTHOR = "Guo, Y.R. and Chen, T.",
        TITLE = "Semantic segmentation of RGBD images based on deep depth regression",
        JOURNAL = PRL,
        VOLUME = "109",
        YEAR = "2018",
        PAGES = "55-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94528"}

@article{bb97574,
        AUTHOR = "Lin, D. and Huang, H.",
        TITLE = "Zig-Zag Network for Semantic Segmentation of RGB-D Images",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2642-2655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94529"}

@inproceedings{bb97575,
        AUTHOR = "Lin, D. and Chen, G.Y. and Cohen Or, D. and Heng, P.A. and Huang, H.",
        TITLE = "Cascaded Feature Network for Semantic Segmentation of RGB-D Images",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1320-1328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94530"}

@article{bb97576,
        AUTHOR = "Gu, Z.X. and Niu, L. and Zhao, H. and Zhang, L.Q.",
        TITLE = "Hard Pixel Mining for Depth Privileged Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3738-3751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94531"}

@article{bb97577,
        AUTHOR = "Jiang, B. and Zhou, Z. and Wang, X. and Tang, J. and Luo, B.",
        TITLE = "cmSalGAN: RGB-D Salient Object Detection With Cross-View Generative
Adversarial Networks",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1343-1353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94532"}

@article{bb97578,
        AUTHOR = "Chen, L.Z. and Lin, Z. and Wang, Z. and Yang, Y.L. and Cheng, M.M.",
        TITLE = "Spatial Information Guided Convolution for Real-Time RGBD Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "2313-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94533"}

@article{bb97579,
        AUTHOR = "Zhang, G.D. and Xue, J.H. and Xie, P.W. and Yang, S. and Wang, G.J.",
        TITLE = "Non-Local Aggregation for RGB-D Semantic Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "658-662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94534"}

@article{bb97580,
        AUTHOR = "Yue, Y.C. and Zhou, W.J. and Lei, J.S. and Yu, L.",
        TITLE = "Two-Stage Cascaded Decoder for Semantic Segmentation of RGB-D Images",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1115-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94535"}

@article{bb97581,
        AUTHOR = "Zhou, W. and Yuan, J.Z. and Lei, J.S. and Luo, T.",
        TITLE = "TSNet: Three-Stream Self-Attention Network for RGB-D Indoor Semantic
Segmentation",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "36",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "73-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94536"}

@article{bb97582,
        AUTHOR = "Zhao, Y.F. and Zhao, J.W. and Li, J. and Chen, X.W.",
        TITLE = "RGB-D Salient Object Detection With Ubiquitous Target Awareness",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "7717-7731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94537"}

@article{bb97583,
        AUTHOR = "Shi, W.J. and Xu, J.W. and Zhu, D.C. and Zhang, G.H. and Wang, X.S. and Li, J. and Zhang, X.L.",
        TITLE = "RGB-D Semantic Segmentation and Label-Oriented Voxelgrid Fusion for
Accurate 3D Semantic Mapping",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "183-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94538"}

@article{bb97584,
        AUTHOR = "Qian, Y.Q. and Deng, L. and Li, T.Y. and Wang, C.X. and Yang, M.",
        TITLE = "Gated-Residual Block for Semantic Segmentation Using RGB-D Data",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "11836-11844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94539"}

@article{bb97585,
        AUTHOR = "Yang, E. and Zhou, W. and Qian, X.H. and Yu, L.",
        TITLE = "MGCNet: Multilevel Gated Collaborative Network for RGB-D Semantic
Segmentation of Indoor Scene",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2567-2571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94540"}

@article{bb97586,
        AUTHOR = "Zhou, W. and Yang, E. and Lei, J.S. and Wan, J. and Yu, L.",
        TITLE = "PGDENet: Progressive Guided Fusion and Depth Enhancement Network for
RGB-D Indoor Scene Parsing",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "3483-3494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94541"}

@article{bb97587,
        AUTHOR = "Ru, Q.J. and Chen, G.Z. and Zuo, T.Y. and Liao, X.J.",
        TITLE = "Cross-Modal Transformer for RGB-D semantic segmentation of production
workshop objects",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94542"}

@article{bb97588,
        AUTHOR = "Zhou, W. and Yue, Y.C. and Fang, M. and Mao, S.S. and Yang, R.W. and Yu, L.",
        TITLE = "AMCFNet: Asymmetric multiscale and crossmodal fusion network for
RGB-D semantic segmentation in indoor service robots",
        JOURNAL = JVCIR,
        VOLUME = "97",
        YEAR = "2023",
        PAGES = "103951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94543"}

@article{bb97589,
        AUTHOR = "Chen, J.Z. and Zhan, Y.F. and Xu, Y.H. and Pan, X.",
        TITLE = "FAFNet: Fully aligned fusion network for RGBD semantic segmentation
based on hierarchical semantic flows",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "32-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94544"}

@article{bb97590,
        AUTHOR = "Yang, J. and Bai, L.Z. and Sun, Y.R. and Tian, C.Q. and Mao, M. and Wang, G.R.",
        TITLE = "Pixel Difference Convolutional Network for RGB-D Semantic
Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1481-1492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94545"}

@article{bb97591,
        AUTHOR = "Xiang, P.C. and Yao, B.C. and Jiang, Z.F. and Peng, C.B.",
        TITLE = "Self-Enhanced Feature Fusion for RGB-D Semantic Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "3015-3019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94546"}

@article{bb97592,
        AUTHOR = "Lyu, J.H. and Qi, Y.Z. and You, S. and Meng, J. and Meng, X. and Kodagoda, S. and Wang, S.F.",
        TITLE = "CaLiJD: Camera and LiDAR Joint Contender for 3D Object Detection",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "23",
        PAGES = "4593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94547"}

@article{bb97593,
        AUTHOR = "Rao, Z.Y. and Cai, Y.F. and Wang, H. and Chen, L. and Li, Y.C.",
        TITLE = "A multi-stage model for bird's eye view prediction based on
stereo-matching model and RGB-D semantic segmentation",
        JOURNAL = IET-ITS,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2552-2564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94548"}

@article{bb97594,
        AUTHOR = "Wei, S. and Zhou, Z. and Lu, Z.A. and Yuan, Z.Z. and Su, B.H.",
        TITLE = "HDBFormer: Efficient RGB-D Semantic Segmentation With a Heterogeneous
Dual-Branch Framework",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "91-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94549"}

@article{bb97595,
        AUTHOR = "Xu, J.Y. and Deng, X. and Fu, Y.B. and Xu, M. and Li, S.X.",
        TITLE = "MDSC-Net: Multi-Modal Discriminative Sparse Coding Driven RGB-D
Classification Network",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "442-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94550"}

@article{bb97596,
        AUTHOR = "Vijaywargiya, J. and Ramiya, A.M.",
        TITLE = "Semantic segmentation of urban airborne LiDAR data of varying
landcover diversity using XGBoost",
        JOURNAL = IET-CV,
        VOLUME = "19",
        YEAR = "2025",
        NUMBER = "1",
        PAGES = "e12334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94551"}

@article{bb97597,
        AUTHOR = "Bai, L.Z. and Yang, J. and Tian, C.Q. and Sun, Y. and Mao, M. and Xu, Y.J. and Xu, W.R.",
        TITLE = "DCANet: Differential convolution attention network for RGB-D semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94552"}

@article{bb97598,
        AUTHOR = "Han, J.W. and Liu, K.Q. and Li, W. and Zhang, F. and Xia, X.G.",
        TITLE = "Generating Inverse Feature Space for Class Imbalance in Point Cloud
Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5778-5793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94553"}

@article{bb97599,
        AUTHOR = "Jiang, L.C. and Ma, J.C. and Zhou, H. and Shangguan, B. and Xiao, H.Y. and Chen, Z.Q.",
        TITLE = "Large-Scale Point Cloud Semantic Segmentation with Density-Based Grid
Decimation",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "7",
        PAGES = "279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443semrgbd4.html#TT94554"}

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