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AUTHOR = "Zhu, W.J. and Xu, Y.L. and Ding, D.D. and Ma, Z. and Nilsson, M.",
TITLE = "Lossy Point Cloud Geometry Compression via Region-Wise Processing",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4575-4589",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34194"}
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AUTHOR = "Wang, J.Q. and Zhu, H. and Liu, H.J. and Ma, Z.",
TITLE = "Lossy Point Cloud Geometry Compression via End-to-End Learning",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4909-4923",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34195"}
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AUTHOR = "Hu, Y.Y. and Yang, W.H. and Ma, Z. and Liu, J.Y.",
TITLE = "Learning End-to-End Lossy Image Compression: A Benchmark",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4194-4211",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34196"}
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AUTHOR = "Gao, L.Y. and Fan, T.Y. and Wan, J.Q. and Xu, Y.L. and Sun, J. and Ma, Z.",
TITLE = "Point Cloud Geometry Compression Via Neural Graph Sampling",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3373-3377",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34197"}
@article{bb35904,
AUTHOR = "Nguyen, D.T. and Quach, M. and Valenzise, G. and Duhamel, P.",
TITLE = "Lossless Coding of Point Cloud Geometry Using a Deep Generative Model",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4617-4629",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34198"}
@inproceedings{bb35905,
AUTHOR = "Nguyen, D.T. and Kaup, A.",
TITLE = "Learning-Based Lossless Point Cloud Geometry Coding Using Sparse
Tensors",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2341-2345",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34199"}
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AUTHOR = "Song, F. and Shao, Y.T. and Gao, W. and Wang, H.Q. and Li, T.",
TITLE = "Layer-Wise Geometry Aggregation Framework for Lossless LiDAR Point
Cloud Compression",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4603-4616",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34200"}
@article{bb35907,
AUTHOR = "Zhang, X. and Gao, W.",
TITLE = "Adaptive Geometry Partition for Point Cloud Compression",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4561-4574",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34201"}
@article{bb35908,
AUTHOR = "Tzamarias, D.E.O. and Chow, K. and Blanes, I. and Serra Sagrista, J.",
TITLE = "Fast Run-Length Compression of Point Cloud Geometry",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "4490-4501",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34202"}
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AUTHOR = "Gu, R.B. and Wu, Q.X. and Ng, W.W.Y. and Xu, H.B. and Wang, Z.Y.",
TITLE = "ERINet: Enhanced Rotation-Invariant Network for Point Cloud
Classification",
JOURNAL = PRL,
VOLUME = "151",
YEAR = "2021",
PAGES = "180-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34203"}
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AUTHOR = "Gu, R.B. and Wu, Q.X. and Li, Y.Q. and Kang, W.X. and Ng, W.W.Y. and Wang, Z.Y.",
TITLE = "Enhanced Local and Global Learning for Rotation-Invariant Point Cloud
Representation",
JOURNAL = MultMedMag,
VOLUME = "29",
YEAR = "2022",
NUMBER = "4",
MONTH = "October",
PAGES = "24-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34204"}
@article{bb35911,
AUTHOR = "Dang, J.S. and Yang, J.",
TITLE = "LHPHGCNN: Lightweight Hierarchical Parallel Heterogeneous Group
Convolutional Neural Networks for Point Cloud Scene Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18903-18915",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34205"}
@inproceedings{bb35912,
AUTHOR = "Dang, J.S. and Yang, J.",
TITLE = "HPGCNN: Hierarchical Parallel Group Convolutional Neural Networks for
Point Clouds Processing",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "I:20-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34206"}
@article{bb35913,
AUTHOR = "Yu, Y.G. and Zhang, W. and Yang, F.Z. and Li, G.",
TITLE = "Rate-Distortion Optimized Geometry Compression for Spinning LiDAR
Point Cloud",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2993-3005",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34207"}
@article{bb35914,
AUTHOR = "Zhang, Q. and Shao, Y.T. and Meng, L. and Liu, S. and Li, G.",
TITLE = "Lossless Dynamic Point Cloud Geometry Compression via Rate-Distortion
Optimized Motion Estimation",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "10737-10748",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34208"}
@article{bb35915,
AUTHOR = "Nguyen, D.T. and Kaup, A.",
TITLE = "Lossless Point Cloud Geometry and Attribute Compression Using a
Learned Conditional Probability Model",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "4337-4348",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34209"}
@article{bb35916,
AUTHOR = "Wei, Z.W. and Niu, B. and Xiao, H.D. and He, Y.",
TITLE = "Isolated Points Prediction via Deep Neural Network on Point Cloud
Lossless Geometry Compression",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "407-420",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34210"}
@article{bb35917,
AUTHOR = "Yu, Y.G. and Zhang, W. and Li, G. and Yang, F.Z.",
TITLE = "A Regularized Projection-Based Geometry Compression Scheme for LiDAR
Point Cloud",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "1427-1437",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34211"}
@article{bb35918,
AUTHOR = "Li, L. and Li, Z. and Liu, S. and Li, H.Q.",
TITLE = "Frame-Level Rate Control for Geometry-Based LiDAR Point Cloud
Compression",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "3855-3867",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34212"}
@article{bb35919,
AUTHOR = "Liu, B. and Ma, Y.Z. and Li, L. and Liu, D. and Li, Z. and Li, H.Q.",
TITLE = "Next Bit Prediction: A Unified Lossless and Lossy Point Cloud
Geometry Compression Framework",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5371-5387",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34213"}
@article{bb35920,
AUTHOR = "Li, Z.H. and Zhu, J.H. and Ding, D.D. and Ma, Z.",
TITLE = "Improving Occupancy Prediction for Multiscale Point Cloud Geometry
Compression",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4450-4463",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34214"}
@article{bb35921,
AUTHOR = "Liu, D.Z. and Hu, W. and Li, X.",
TITLE = "Point Cloud Attacks in Graph Spectral Domain:
When 3D Geometry Meets Graph Signal Processing",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3079-3095",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34215"}
@article{bb35922,
AUTHOR = "Shen, W.X. and Zhang, B.Y. and Xu, H. and Li, X.H. and Wu, J.",
TITLE = "Multi-Space Point Geometry Compression With Progressive
Relation-Aware Transformer",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8969-8980",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34216"}
@article{bb35923,
AUTHOR = "Sun, C. and Yuan, H. and Mao, X.L. and Lu, X. and Hamzaoui, R.",
TITLE = "Enhancing Octree-Based Context Models for Point Cloud Geometry
Compression With Attention-Based Child Node Number Prediction",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1835-1839",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34217"}
@article{bb35924,
AUTHOR = "Wei, L. and Wan, S. and Wang, Z.C. and Yang, F.Z.",
TITLE = "Near-Lossless Compression of Point Cloud Attribute Using Quantization
Parameter Cascading and Rate-Distortion Optimization",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3317-3330",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34218"}
@article{bb35925,
AUTHOR = "Li, D.Q. and Ma, K. and Wang, J. and Li, G.",
TITLE = "Hierarchical Prior-Based Super Resolution for Point Cloud Geometry
Compression",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "1965-1976",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34219"}
@article{bb35926,
AUTHOR = "Wang, J.Q. and Xue, R.X. and Li, J.X. and Ding, D.D. and Lin, Y. and Ma, Z.",
TITLE = "A Versatile Point Cloud Compressor Using Universal Multiscale
Conditional Coding: Part I: Geometry",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "269-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34220"}
@article{bb35927,
AUTHOR = "Wang, J.Q. and Xue, R.X. and Li, J.X. and Ding, D.D. and Lin, Y. and Ma, Z.",
TITLE = "A Versatile Point Cloud Compressor Using Universal Multiscale
Conditional Coding: Part II: Attribute",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "252-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34221"}
@article{bb35928,
AUTHOR = "Vishwanath, B. and Zhang, K. and Zhang, L.",
TITLE = "Advances in Predictive RAHT for Geometric Point Cloud Compression",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "2926-2938",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34222"}
@article{bb35929,
AUTHOR = "Yu, L. and Zhong, H.C. and Zou, L.K. and Chen, K. and Gao, P.",
TITLE = "Bridging Domain Gap of Point Cloud Representations via
Self-Supervised Geometric Augmentation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4846-4856",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34223"}
@article{bb35930,
AUTHOR = "Wang, X.J. and Xu, K. and Deng, B. and Guo, Y.L. and Wang, H.Y.",
TITLE = "ASRL: Adaptive Sparse Representation Learning for LiDAR Point Cloud
Geometry Compression",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3884-3888",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34224"}
@article{bb35931,
AUTHOR = "Wang, X.J. and Zhang, Y.F. and Liu, T. and Liu, X. and Xu, K. and Wan, J.W. and Guo, Y.L. and Wang, H.Y.",
TITLE = "Efficient Occupancy Prediction Guided Point Cloud Geometry
Compression",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3923-3937",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34225"}
@inproceedings{bb35932,
AUTHOR = "Wang, X.J. and Zhang, Y.F. and Liu, T. and Liu, X. and Xu, K. and Wan, J.W. and Guo, Y.L. and Wang, H.Y.",
TITLE = "TopNet: Transformer-Efficient Occupancy Prediction Network for
Octree-Structured Point Cloud Geometry Compression",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "27305-27314",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34226"}
@article{bb35933,
AUTHOR = "Mao, X.L. and Yuan, H. and Guo, T. and Jiang, S.Q. and Hamzaoui, R. and Kwong, S.",
TITLE = "SPAC: Sampling-Based Progressive Attribute Compression for Dense
Point Clouds",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "2939-2953",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34227"}
@article{bb35934,
AUTHOR = "Zhang, Y. and Chen, F.F. and Li, N. and Guo, Z.W. and Wang, X. and Miao, F. and Kwong, S.",
TITLE = "Deep Learning-Based Joint Geometry and Attribute Up-Sampling for
Large-Scale Colored Point Clouds",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "1305-1320",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34228"}
@article{bb35935,
AUTHOR = "Teng, Q. and Shen, L.Q. and Wang, F.F. and Li, M.Y. and Chen, M.J.",
TITLE = "Bézier Surface-Guided Sampling Space Constraint for Neural Point
Cloud Geometry Compression",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2559-2563",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34229"}
@article{bb35936,
AUTHOR = "Zhou, C. and Ling, Q.",
TITLE = "Dual Geometry Learning and Adaptive Sparse Attention for Point Cloud
Analysis",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "9075-9089",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34230"}
@article{bb35937,
AUTHOR = "Wang, Z. and Wei, Y.X. and Lee, J.S. and Hur, H. and Yuan, H.",
TITLE = "Chroma Subsampling for Enhanced Geometry-Based Point Cloud
Compression",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3255-3259",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34231"}
@article{bb35938,
AUTHOR = "Chen, Z. and Yuan, H. and Mekki, H.A.S. and Hassan, M.M.G. and Zhang, G.H.",
TITLE = "DeepJSCC-PCG: Deep Joint Source Channel Coding for Point Cloud
Geometry",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4064-4068",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34232"}
@article{bb35939,
AUTHOR = "Mekki, H.A.S. and Yuan, H. and Hassan, M.M.G. and Chen, Z.",
TITLE = "Deep Joint-Source Channel Coding-Based Receiver-Driven Replay
Protocol for 3D Point Clouds",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2839-2843",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34233"}
@article{bb35940,
AUTHOR = "Cao, Y. and Zhang, W. and Huo, X. and Yang, F.Z.",
TITLE = "Entropy Modeling With Voxel Grouping and Cross-Group Attention for
Point Cloud Geometry Compression",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4154-4158",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34234"}
@article{bb35941,
AUTHOR = "Zhang, Y. and Zhang, W. and Ma, W. and Yang, F.Z.",
TITLE = "Uni4DPC: A Unified 4D Sparse Tensor Network for Intra- and
Inter-Frame Dynamic Point Cloud Geometry Compression",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4329-4333",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34235"}
@article{bb35942,
AUTHOR = "Zhao, P. and Yuan, H. and Tian, C.Z. and Guo, T. and Hamzaoui, R. and Pan, Z.",
TITLE = "UGAE: Unified Geometry and Attribute Enhancement for G-PCC Compressed
Point Clouds",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "888-903",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34236"}
@article{bb35943,
AUTHOR = "Ma, W. and Zhang, W. and Wan, S. and Yang, F.Z.",
TITLE = "Deep G-PCC Geometry Preprocessing via Joint Optimization With a
Differentiable Codec Surrogate for Enhanced Compression Efficiency",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "1052-1065",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34237"}
@article{bb35944,
AUTHOR = "Liu, W. and Li, Z.Z. and Li, G. and Ma, S.W. and Kwong, S. and Gao, W.",
TITLE = "Post-Processing Geometry Enhancement for G-PCC Compressed LiDAR via
Cylindrical Densification",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "1066-1081",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34238"}
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AUTHOR = "Chen, M.J. and Shen, L.Q. and Teng, Q. and Wang, S.W. and Wang, F.F.",
TITLE = "DBA-PCGC: Dual-Domain Boundary Aware for Task-Friendly Point Cloud
Geometry Compression",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "713-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34239"}
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AUTHOR = "Li, X. and Li, S.H. and Dai, W.R. and Li, H. and Kan, N. and Li, C.L. and Zou, J. and Xiong, H.K.",
TITLE = "Point Cloud Attribute Compression With Geometry-Aware Lifting-Based
Multiscale Networks",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1143-1159",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34240"}
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AUTHOR = "Jiang, Z. and Xu, Y. and Li, F.W.B. and Tam, G.K.L. and Song, C. and Yang, B.",
TITLE = "OctMamba: Mamba-based octree context entropy model for point cloud
geometry compression",
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YEAR = "2026",
PAGES = "113113",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34241"}
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AUTHOR = "Wang, Z. and Guo, T. and Sun, Z.X. and Wei, Y.X. and Liu, H. and Yuan, H.",
TITLE = "Layer-Based Rate-Distortion Optimized Attribute Coding for Solid
Geometry-Based Point Cloud Compression",
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YEAR = "2026",
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MONTH = "April",
PAGES = "5553-5566",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT34242"}
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AUTHOR = "Huo, X. and Zhang, W. and Yang, F.Z.",
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YEAR = "2026",
NUMBER = "4",
MONTH = "April",
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AUTHOR = "Xu, H. and Zhang, X. and Wu, X.L.",
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Coding and INR-based Refinement",
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AUTHOR = "Xu, Y.Z. and Zhang, K. and Zhang, L.",
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Transform in Solid Geometry Point Cloud Compression",
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AUTHOR = "Vishwanath, B. and Wang, W. and Xu, Y.Z. and Zhang, K. and Zhang, L.",
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