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AUTHOR = "Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
TITLE = "Neighborhood Adaptive Loss Function for Deep Learning-Based Point
Cloud Coding With Implicit and Explicit Quantization",
JOURNAL = MultMedMag,
VOLUME = "28",
YEAR = "2021",
NUMBER = "3",
MONTH = "July",
PAGES = "107-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33797"}
@article{bb35501,
AUTHOR = "Guarda, A.F.R. and Ruivo, M. and Coelho, L. and Seleem, A. and Rodrigues, N.M.M. and Pereira, F.",
TITLE = "Deep Learning-Based Point Cloud Coding and Super-Resolution:
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JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "914-926",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33798"}
@inproceedings{bb35502,
AUTHOR = "Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
TITLE = "Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem
for JPEG Coding Standards",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2585-2589",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33799"}
@inproceedings{bb35503,
AUTHOR = "Ruivo, M. and Guarda, A.F.R. and Pereira, F.",
TITLE = "Learning-Based Rate Control for Learning-Based Point Cloud Geometry
Coding",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "251-255",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33800"}
@inproceedings{bb35504,
AUTHOR = "Seleem, A. and Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
TITLE = "Deep Learning-Based Compressed Domain Point Cloud Classification",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2620-2624",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33801"}
@article{bb35505,
AUTHOR = "Ramalho, E. and Peixoto, E. and Medeiros, E.",
TITLE = "Silhouette 4D With Context Selection:
Lossless Geometry Compression of Dynamic Point Clouds",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1660-1664",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33802"}
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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#TT33803"}
@article{bb35507,
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#TT33804"}
@article{bb35508,
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#TT33805"}
@inproceedings{bb35509,
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#TT33806"}
@article{bb35510,
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#TT33807"}
@inproceedings{bb35511,
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#TT33808"}
@article{bb35512,
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#TT33809"}
@article{bb35513,
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#TT33810"}
@article{bb35514,
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#TT33811"}
@article{bb35515,
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#TT33812"}
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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#TT33813"}
@article{bb35517,
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#TT33814"}
@inproceedings{bb35518,
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#TT33815"}
@article{bb35519,
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#TT33816"}
@article{bb35520,
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#TT33817"}
@article{bb35521,
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#TT33818"}
@article{bb35522,
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#TT33819"}
@article{bb35523,
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#TT33820"}
@article{bb35524,
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#TT33821"}
@article{bb35525,
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#TT33822"}
@article{bb35526,
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#TT33823"}
@article{bb35527,
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#TT33824"}
@article{bb35528,
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#TT33825"}
@article{bb35529,
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#TT33826"}
@article{bb35530,
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#TT33827"}
@article{bb35531,
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#TT33828"}
@article{bb35532,
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#TT33829"}
@article{bb35533,
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#TT33830"}
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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#TT33831"}
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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#TT33832"}
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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#TT33833"}
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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#TT33834"}
@article{bb35538,
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#TT33835"}
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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#TT33836"}
@article{bb35540,
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",
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VOLUME = "32",
YEAR = "2025",
PAGES = "2559-2563",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33837"}
@article{bb35541,
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#TT33838"}
@article{bb35542,
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,
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YEAR = "2025",
PAGES = "3255-3259",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33839"}
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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
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YEAR = "2025",
PAGES = "4064-4068",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33840"}
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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#TT33841"}
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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",
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VOLUME = "32",
YEAR = "2025",
PAGES = "4329-4333",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33842"}
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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#TT33843"}
@article{bb35547,
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#TT33844"}
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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,
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YEAR = "2026",
PAGES = "1066-1081",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33845"}
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TITLE = "DBA-PCGC: Dual-Domain Boundary Aware for Task-Friendly Point Cloud
Geometry Compression",
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33846"}
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc175pcgc2.html#TT33847"}
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AUTHOR = "Huo, X. and Zhang, W. and Yang, F.Z.",
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AUTHOR = "Sadhu, R. and Pang, J.H. and Tian, D.",
TITLE = "Geometry Regularized Point Cloud Autoencoder",
BOOKTITLE = ICIP25,
YEAR = "2025",
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@inproceedings{bb35555,
AUTHOR = "Ma, Y.Z. and Liu, B. and Li, L. and Liu, D. and Li, Z.",
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