@article{bb228400,
        AUTHOR = "Ding, D.D. and Qiu, C. and Liu, F. and Pan, Z.",
        TITLE = "Point Cloud Upsampling via Perturbation Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4661-4672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223454"}

@article{bb228401,
        AUTHOR = "Zhang, P.P. and Wang, X. and Ma, L. and Wang, S.Q. and Kwong, S. and Jiang, J.M.",
        TITLE = "Progressive Point Cloud Upsampling via Differentiable Rendering",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4673-4685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223455"}

@article{bb228402,
        AUTHOR = "Wang, K.Y. and Sheng, L. and Gu, S.H. and Xu, D.",
        TITLE = "Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal
Dependency",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4686-4696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223456"}

@article{bb228403,
        AUTHOR = "Han, B. and Zhang, X.Y. and Ren, S.",
        TITLE = "PU-GACNet: Graph Attention Convolution Network for Point Cloud
Upsampling",
        JOURNAL = IVC,
        VOLUME = "118",
        YEAR = "2022",
        PAGES = "104371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223457"}

@article{bb228404,
        AUTHOR = "Wang, K.Y. and Sheng, L. and Gu, S.H. and Xu, D.",
        TITLE = "VPU: A Video-Based Point Cloud Upsampling Framework",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4062-4075",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223458"}

@article{bb228405,
        AUTHOR = "Liu, X.H. and Liu, X.C. and Liu, Y.S. and Han, Z.Z.",
        TITLE = "SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine
Reconstruction With Self-Projection Optimization",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4213-4226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223459"}

@article{bb228406,
        AUTHOR = "Gu, F. and Zhang, C.L. and Wang, H.Y. and He, Q. and Huo, L.Z.",
        TITLE = "PU-WGCN: Point Cloud Upsampling Using Weighted Graph Convolutional
Networks",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223460"}

@article{bb228407,
        AUTHOR = "Liu, H. and Yuan, H. and Hou, J.H. and Hamzaoui, R. and Gao, W.",
        TITLE = "PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D
Point Cloud Upsampling",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "7389-7402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223461"}

@article{bb228408,
        AUTHOR = "Li, Z.Z. and Liu, S. and Gao, W. and Li, G.B. and Li, G.",
        TITLE = "S4R: Rethinking Point Cloud Sampling via Guiding Upsampling-Aware
Perception",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6677-6689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223462"}

@article{bb228409,
        AUTHOR = "Akhtar, A. and Li, Z. and van der Auwera, G. and Li, L. and Chen, J.L.",
        TITLE = "PU-Dense: Sparse Tensor-Based Point Cloud Geometry Upsampling",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "4133-4148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223463"}

@article{bb228410,
        AUTHOR = "Rozsa, Z. and Sziranyi, T.",
        TITLE = "Optical Flow and Expansion Based Deep Temporal Up-Sampling of LIDAR
Point Clouds",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223464"}

@article{bb228411,
        AUTHOR = "Zhao, W.B. and Liu, X.M. and Zhai, D. and Jiang, J.J. and Ji, X.Y.",
        TITLE = "Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12394-12407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223465"}

@inproceedings{bb228412,
        AUTHOR = "Zhao, W.B. and Liu, X.M. and Zhong, Z.W. and Jiang, J.J. and Gao, W. and Li, G. and Ji, X.Y.",
        TITLE = "Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit
Neural Representation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "1989-1997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223466"}

@article{bb228413,
        AUTHOR = "Li, Z.Z. and Li, G. and Li, T.H. and Liu, S. and Gao, W.",
        TITLE = "Semantic Point Cloud Upsampling",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "3432-3442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223467"}

@article{bb228414,
        AUTHOR = "Zhao, T.M. and Li, L.F. and Tian, T. and Ma, J.Y. and Tian, J.W.",
        TITLE = "APUNet: Attention-guided upsampling network for sparse and
non-uniform point cloud",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223468"}

@article{bb228415,
        AUTHOR = "Han, B. and Deng, L.X. and Zheng, Y. and Ren, S.",
        TITLE = "S3U-PVNet: Arbitrary-scale point cloud upsampling via Point-Voxel
Network based on Siamese Self-Supervised Learning",
        JOURNAL = CVIU,
        VOLUME = "239",
        YEAR = "2024",
        PAGES = "103890",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223469"}

@article{bb228416,
        AUTHOR = "Li, T.Y. and Lin, Y.H. and Cheng, B. and Ai, G. and Yang, J. and Fang, L.",
        TITLE = "PU-CTG: A Point Cloud Upsampling Network Using Transformer Fusion and
GRU Correction",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223470"}

@article{bb228417,
        AUTHOR = "Lim, S. and El Basyouny, K. and Yang, Y.H.",
        TITLE = "PU-Ray: Domain-Independent Point Cloud Upsampling via Ray Marching on
Neural Implicit Surface",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "14600-14610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223471"}

@article{bb228418,
        AUTHOR = "Lan, H. and Jung, C.",
        TITLE = "DSRNet: Depth Super-Resolution Network guided by blurry depth and
clear intensity edges",
        JOURNAL = SP:IC,
        VOLUME = "121",
        YEAR = "2024",
        PAGES = "117064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223472"}

@article{bb228419,
        AUTHOR = "Wei, Y.X. and Wang, Z. and Guo, T. and Liu, H. and Shen, L.Q. and Yuan, H.",
        TITLE = "High Efficiency Wiener Filter-Based Point Cloud Quality Enhancement
for MPEG G-PCC",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9475-9486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223473"}

@article{bb228420,
        AUTHOR = "Fu, B.L. and Sui, M.Z. and Li, H.J. and Yang, F. and Yao, H. and Deng, T. and Zhang, X.",
        TITLE = "LiGAPU: A LiDAR point cloud upsampling network for multiple complex
scenes",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223474"}

@article{bb228421,
        AUTHOR = "Zhang, T.X. and Wang, B.",
        TITLE = "Representation learning of point cloud upsampling in global and local
inputs",
        JOURNAL = CVIU,
        VOLUME = "260",
        YEAR = "2025",
        PAGES = "104467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223475"}

@article{bb228422,
        AUTHOR = "Liu, H. and Yuan, H. and Hamzaoui, R. and Yan, W.Q.",
        TITLE = "PU-GSM: A Latent Geometry-Guided Self-Similarity Model for Point
Cloud Upsampling",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11514-11526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223476"}

@article{bb228423,
        AUTHOR = "Cheng, X.J. and Wu, L. and Wang, Z. and Hou, J.H. and Wen, J. and Xu, Y.",
        TITLE = "PVNet: Point-Voxel Interaction LiDAR Scene Upsampling via Diffusion
Models",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6895-6910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223477"}

@article{bb228424,
        AUTHOR = "Zhang, C.L. and Long, C. and Xu, H. and Zhang, W.X. and Dong, Z. and Yang, B.S.",
        TITLE = "WIN: Variable-View Implicit LiDAR Upsampling Network",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "19347-19359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223478"}

@inproceedings{bb228425,
        AUTHOR = "Zhang, B.Q. and Yang, S. and Chen, H. and Yang, C. and Jia, J. and Jiang, G.",
        TITLE = "Point Cloud Upsampling Using Conditional Diffusion Module with
Adaptive Noise Suppression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "16987-16996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223479"}

@inproceedings{bb228426,
        AUTHOR = "Zhou, Y.C. and Zhang, X.F. and Xu, Y.Z. and Zhang, K. and Zhang, L.",
        TITLE = "Adaptive Downsampling and Spatial Upconversion for Point Cloud
Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3765-3770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223480"}

@inproceedings{bb228427,
        AUTHOR = "Qu, W.T. and Shao, Y.T. and Meng, L. and Huang, X.S. and Xiao, L.",
        TITLE = "A Conditional Denoising Diffusion Probabilistic Model for Point Cloud
Upsampling",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20786-20795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223481"}

@inproceedings{bb228428,
        AUTHOR = "Rong, Y. and Zhou, H.R. and Xia, K. and Mei, C. and Wang, J.H. and Lu, T.",
        TITLE = "RepKPU: Point Cloud Upsampling with Kernel Point Representation and
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "21050-21060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223482"}

@inproceedings{bb228429,
        AUTHOR = "Liu, Y.Z. and Chen, R. and Li, Y.S. and Li, Y.X. and Tan, X.",
        TITLE = "SPU-PMD: Self-Supervised Point Cloud Upsampling via Progressive Mesh
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5188-5197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223483"}

@inproceedings{bb228430,
        AUTHOR = "Yang, B. and Pfreundschuh, P. and Siegwart, R. and Hutter, M. and Moghadam, P. and Patil, V.",
        TITLE = "TULIP: Transformer for Upsampling of LiDAR Point Clouds",
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        YEAR = "2024",
        PAGES = "15354-15364",
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@inproceedings{bb228431,
        AUTHOR = "Dell'Eva, A. and Orsingher, M. and Bertozzi, M.",
        TITLE = "Arbitrary Point Cloud Upsampling with Spherical Mixture of Gaussians",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "465-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223485"}

@inproceedings{bb228432,
        AUTHOR = "Liu, S.Y. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.",
        TITLE = "Point Cloud Upsampling with Dynamic Graph Scattering Transform",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "3274-3278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223486"}

@inproceedings{bb228433,
        AUTHOR = "He, Y. and Tang, D.H. and Zhang, Y. and Xue, X.Y. and Fu, Y.W.",
        TITLE = "Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5354-5363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223487"}

@inproceedings{bb228434,
        AUTHOR = "Liu, Z.S. and Wang, Z. and Jia, Z.",
        TITLE = "Arbitrary Point Cloud Upsampling Via Dual Back-Projection Network",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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@inproceedings{bb228435,
        AUTHOR = "Kumbar, A. and Anvekar, T. and Vikrama, T.A. and Tabib, R.A. and Mudenagudi, U.",
        TITLE = "TP-NoDe: Topology-aware Progressive Noising and Denoising of Point
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        BOOKTITLE = WiCV-ICCV23,
        YEAR = "2023",
        PAGES = "2264-2274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223489"}

@inproceedings{bb228436,
        AUTHOR = "Kumbar, A. and Anvekar, T. and Tabib, R.A. and Mudenagudi, U.",
        TITLE = "ASUR3D: Arbitrary Scale Upsampling and Refinement of 3D Point Clouds
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        BOOKTITLE = eHeritage23,
        YEAR = "2023",
        PAGES = "1644-1653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223490"}

@inproceedings{bb228437,
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        TITLE = "Neural Points: Point Cloud Representation with Neural Fields for
Arbitrary Upsampling",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18612-18621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223491"}

@inproceedings{bb228438,
        AUTHOR = "Wang, Y.R. and Wang, S. and Sun, L.H.",
        TITLE = "Point Cloud Upsampling via a Coarse-to-Fine Network",
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        YEAR = "2022",
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@inproceedings{bb228439,
        AUTHOR = "Qiu, S. and Anwar, S. and Barnes, N.M.",
        TITLE = "PU-Transformer: Point Cloud Upsampling Transformer",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "I:326-343",
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@inproceedings{bb228440,
        AUTHOR = "Du, H. and Yan, X.J. and Wang, J.J. and Xie, D. and Pu, S.L.",
        TITLE = "Point Cloud Upsampling via Cascaded Refinement Network",
        BOOKTITLE = ACCV22,
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@inproceedings{bb228441,
        AUTHOR = "Heimann, V. and Spruck, A. and Kaup, A.",
        TITLE = "Frequency-Selective Geometry Upsampling of Point Clouds",
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@inproceedings{bb228442,
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        TITLE = "PU-EVA: An Edge-Vector based Approximation Solution for
Flexible-scale Point Cloud Upsampling",
        BOOKTITLE = ICCV21,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i772pcu2.html#TT223496"}

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        AUTHOR = "Li, R.H. and Li, X.Z. and Heng, P.A. and Fu, C.W.",
        TITLE = "Point Cloud Upsampling via Disentangled Refinement",
        BOOKTITLE = CVPR21,
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        AUTHOR = "Qian, Y. and Hou, J.H. and Kwong, S. and He, Y.",
        TITLE = "Pugeo-net: A Geometry-centric Network for 3d Point Cloud Upsampling",
        BOOKTITLE = ECCV20,
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        PAGES = "XIX:752-769",
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        TITLE = "PU-GAN: A Point Cloud Upsampling Adversarial Network",
        BOOKTITLE = ICCV19,
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@inproceedings{bb228451,
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