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for 3D Shape Matching: An Evaluation",
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        MONTH = "August",
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@article{bb85603,
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        TITLE = "Sparse Approximation of 3D Meshes Using the Spectral Geometry of the
Hamiltonian Operator",
        JOURNAL = JMIV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82708"}

@article{bb85604,
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        TITLE = "A multi-scale fully convolutional network for semantic labeling of 3D
point clouds",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82709"}

@article{bb85605,
        AUTHOR = "Blaszczak Bak, W. and Koppanyi, Z. and Toth, C.",
        TITLE = "Reduction Method for Mobile Laser Scanning Data",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82710"}

@article{bb85606,
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        TITLE = "Estimation of differential quantities using Hermite RBF interpolation",
        JOURNAL = VC,
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        PAGES = "1645-1659",
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@article{bb85607,
        AUTHOR = "Dalitz, C. and Wilberg, J. and Aymans, L.",
        TITLE = "TriplClust: An Algorithm for Curve Detection in 3D Point Clouds",
        JOURNAL = IPOL,
        VOLUME = "9",
        YEAR = "2019",
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@article{bb85608,
        AUTHOR = "Gong, Y.",
        TITLE = "Mean Curvature Is a Good Regularization for Image Processing",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2205-2214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82713"}

@article{bb85609,
        AUTHOR = "Bird, B. and Wright, T. and Watson, S. and Lennox, B.",
        TITLE = "Autonomous void detection and characterisation in point clouds and
triangular meshes",
        JOURNAL = IJCVR,
        VOLUME = "9",
        YEAR = "2019",
        NUMBER = "4",
        PAGES = "368-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82714"}

@article{bb85610,
        AUTHOR = "Le, V.H. and Vu, H. and Nguyen, T.T. and Le, T.L. and Tran, T.H.",
        TITLE = "GCSAC: geometrical constraint sample consensus for primitive shapes
estimation in 3D point cloud",
        JOURNAL = IJCVR,
        VOLUME = "9",
        YEAR = "2019",
        NUMBER = "4",
        PAGES = "387-411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82715"}

@article{bb85611,
        AUTHOR = "Srivastava, S. and Lall, B.",
        TITLE = "DeepPoint3D: Learning discriminative local descriptors using deep
metric learning on 3D point clouds",
        JOURNAL = PRL,
        VOLUME = "127",
        YEAR = "2019",
        PAGES = "27-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82716"}

@article{bb85612,
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        TITLE = "Repairing 3D Binary Images Using the FCC Grid",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "November",
        PAGES = "1301-1321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82717"}

@inproceedings{bb85613,
        AUTHOR = "Comic, L. and Magillo, P.",
        TITLE = "Repairing Binary Images Through the 2d Diamond Grid",
        BOOKTITLE = IWCIA20,
        YEAR = "2020",
        PAGES = "183-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82718"}

@article{bb85614,
        AUTHOR = "Yin, P.C. and Zhang, J. and Sun, X.Y. and Hu, D. and Shi, Z.F. and Wu, C.Y.",
        TITLE = "A Vertex Concavity-Convexity Detection Method for Three-Dimensional
Spatial Objects Based on Geometric Algebra",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82719"}

@article{bb85615,
        AUTHOR = "Wang, Q. and Gu, Y.",
        TITLE = "A Discriminative Tensor Representation Model for Feature Extraction
and Classification of Multispectral LiDAR Data",
        JOURNAL = GeoRS,
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@article{bb85616,
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        TITLE = "SGHs for 3D local surface description",
        JOURNAL = IET-CV,
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@article{bb85617,
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        TITLE = "Saddle: Fast and repeatable features with good coverage",
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@inproceedings{bb85618,
        AUTHOR = "Aldana Iuit, J. and Mishkin, D. and Chum, O. and Matas, J.G.",
        TITLE = "In the Saddle: Chasing fast and repeatable features",
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@article{bb85619,
        AUTHOR = "Comin, C.H. and Taylor, G.J. and da Fontoura Costa, L.",
        TITLE = "Quantifying the regularity of a 3D set of points on the surface of an
ellipsoidal object",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82724"}

@article{bb85620,
        AUTHOR = "Wang, L. and Yan, B.Y. and Duan, F.Q. and Lu, K.",
        TITLE = "Energy minimisation-based multi-class multi-instance geometric
primitives extraction from 3D point clouds",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "2660-2667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82725"}

@inproceedings{bb85621,
        AUTHOR = "Wang, L. and Yan, B.Y. and Duan, F.Q. and Lu, K.",
        TITLE = "Extraction of Multi-class Multi-instance Geometric Primitives from
Point Clouds Using Energy Minimization",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "II:279-290",
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@article{bb85622,
        AUTHOR = "Zhang, S.Y. and Cui, S.G. and Ding, Z.",
        TITLE = "Hypergraph Spectral Analysis and Processing in 3D Point Cloud",
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@article{bb85623,
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        TITLE = "SAF-Nets: Shape-Adaptive Filter Networks for 3D point cloud
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@article{bb85624,
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        TITLE = "DGANet: A Dilated Graph Attention-Based Network for Local Feature
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        NUMBER = "17",
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@article{bb85625,
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        TITLE = "Feature Description with Feature Point Registration Error Using Local
and Global Point Cloud Encoders",
        JOURNAL = IEICE,
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        MONTH = "January",
        PAGES = "134-140",
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@article{bb85626,
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        TITLE = "Inextensible Surface Reconstruction Under Small Relative Deformations
from Distributed Angle Measurements",
        JOURNAL = IJCV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82731"}

@article{bb85627,
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@article{bb85628,
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        TITLE = "JointPruning: Pruning Networks Along Multiple Dimensions for
Efficient Point Cloud Processing",
        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82733"}

@inproceedings{bb85629,
        AUTHOR = "Yang, M.H. and Xu, D. and Chen, H.Y. and Wen, Z.W. and Chen, M.Y.",
        TITLE = "Enhance Curvature Information by Structured Stochastic Quasi-Newton
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@article{bb85630,
        AUTHOR = "Arce, F. and Gomez Flores, W. and Escalona, U. and Sossa, H.",
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formulas to compute basic object properties",
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@article{bb85631,
        AUTHOR = "Liu, X.S. and Li, A. and Sun, J.F. and Lu, Z.Y.",
        TITLE = "Trigonometric projection statistics histograms for 3D local feature
representation and shape description",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82736"}

@article{bb85632,
        AUTHOR = "Bode, L. and Weinmann, M. and Klein, R.",
        TITLE = "BoundED: Neural boundary and edge detection in 3D point clouds via
local neighborhood statistics",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82737"}

@inproceedings{bb85633,
        AUTHOR = "Wang, S.Z. and kannala, J.H. and Pollefeys, M. and Barath, D.",
        TITLE = "Guiding Local Feature Matching with Surface Curvature",
        BOOKTITLE = ICCV23,
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@article{bb85634,
        AUTHOR = "Matwij, W. and Lipecki, T. and Ja?kowski, W.F.",
        TITLE = "Selection of an Algorithm for Assessing the Verticality of Complex
Slender Objects Using Semi-Automatic Point Cloud Analysis",
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@inproceedings{bb85635,
        AUTHOR = "Kloepfer, D.A. and Campbell, D. and Henriques, J.F.",
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@inproceedings{bb85636,
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@inproceedings{bb85637,
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@inproceedings{bb85638,
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@inproceedings{bb85639,
        AUTHOR = "Blomqvist, K. and Chung, J.J. and Ott, L. and Siegwart, R.",
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@inproceedings{bb85640,
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@inproceedings{bb85643,
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@inproceedings{bb85644,
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@inproceedings{bb85656,
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@inproceedings{bb85657,
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@inproceedings{bb85658,
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        PAGES = "3318-3327",
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@inproceedings{bb85659,
        AUTHOR = "Dubrovina, A. and Xia, F. and Achlioptas, P. and Shalah, M. and Groscot, R. and Guibas, L.J.",
        TITLE = "Composite Shape Modeling via Latent Space Factorization",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "8139-8148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82764"}

@inproceedings{bb85660,
        AUTHOR = "Li, L.X. and Sung, M. and Dubrovina, A. and Yi, L. and Guibas, L.J.",
        TITLE = "Supervised Fitting of Geometric Primitives to 3D Point Clouds",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2647-2655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82765"}

@inproceedings{bb85661,
        AUTHOR = "Lan, S.Y. and Yu, R.C. and Yu, G. and Davis, L.S.",
        TITLE = "Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "998-1008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82766"}

@inproceedings{bb85662,
        AUTHOR = "Wu, W.X. and Qi, Z.A. and Fuxin, L.",
        TITLE = "PointConv: Deep Convolutional Networks on 3D Point Clouds",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9613-9622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82767"}

@inproceedings{bb85663,
        AUTHOR = "Sarmad, M. and Lee, H.J. and Kim, Y.M.",
        TITLE = "RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for
Real-Time Point Cloud Shape Completion",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5891-5900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82768"}

@inproceedings{bb85664,
        AUTHOR = "Shi, Y. and Fang, H. and Zhu, J. and Fang, Y.",
        TITLE = "Pairwise Attention Encoding for Point Cloud Feature Learning",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
        PAGES = "135-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82769"}

@inproceedings{bb85665,
        AUTHOR = "Iqbal, M.Z. and Bobkov, D. and Steinbach, E.",
        TITLE = "Adaptive Fusion-Based 3D Keypoint Detection for RGB Point Clouds",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3711-3715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82770"}

@inproceedings{bb85666,
        AUTHOR = "Deutsch, S. and Masi, I. and Soatto, S.",
        TITLE = "Finding Structure in Point Cloud Data with the Robust Isoperimetric
Loss",
        BOOKTITLE = SSVM19,
        YEAR = "2019",
        PAGES = "25-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82771"}

@inproceedings{bb85667,
        AUTHOR = "Tatarchenko, M. and Park, J. and Koltun, V. and Zhou, Q.Y.",
        TITLE = "Tangent Convolutions for Dense Prediction in 3D",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3887-3896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82772"}

@inproceedings{bb85668,
        AUTHOR = "Shen, Y. and Feng, C. and Yang, Y. and Tian, D.",
        TITLE = "Mining Point Cloud Local Structures by Kernel Correlation and Graph
Pooling",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4548-4557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82773"}

@inproceedings{bb85669,
        AUTHOR = "Das, S. and Bhandarkar, S.M.",
        TITLE = "Principal Curvature Guided Surface Geometry Aware Global Shape
Representation",
        BOOKTITLE = Diff-CVML18,
        YEAR = "2018",
        PAGES = "516-51609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82774"}

@inproceedings{bb85670,
        AUTHOR = "Rethage, D. and Wald, J. and Sturm, J. and Navab, N. and Tombari, F.",
        TITLE = "Fully-Convolutional Point Networks for Large-Scale Point Clouds",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 625-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82775"}

@inproceedings{bb85671,
        AUTHOR = "Dominguez, M. and Dhamdhere, R. and Petkar, A. and Jain, S. and Sah, S. and Ptucha, R.",
        TITLE = "General-Purpose Deep Point Cloud Feature Extractor",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1972-1981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82776"}

@inproceedings{bb85672,
        AUTHOR = "Gong, Y. and Xie, Y.",
        TITLE = "Linear approximation of mean curvature",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "570-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82777"}

@inproceedings{bb85673,
        AUTHOR = "Lev, J. and Lim, J.H. and Ouarti, N. and Mokhtari, M.",
        TITLE = "Towards Robust Retrieval for Imperfectly Scanned Point Cloud Objects",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4240-4244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82778"}

@inproceedings{bb85674,
        AUTHOR = "Thewlis, J. and Bilen, H. and Vedaldi, A.",
        TITLE = "Unsupervised Learning of Object Landmarks by Factorized Spatial
Embeddings",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3229-3238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82779"}

@inproceedings{bb85675,
        AUTHOR = "Takei, S. and Akizuki, S. and Hashimoto, M.",
        TITLE = "SHORT: A fast 3D feature description based on estimating occupancy in
spherical shell regions",
        BOOKTITLE = "ICVNZ15",
        YEAR = "2015",
        PAGES = "1-5",
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@inproceedings{bb85676,
        AUTHOR = "Chen, Z. and Czarnuch, S. and Smith, A. and Shehata, M.",
        TITLE = "Performance Evaluation of 3D Keypoints and Descriptors",
        BOOKTITLE = ISVC16,
        YEAR = "2016",
        PAGES = "II: 410-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82781"}

@inproceedings{bb85677,
        AUTHOR = "Arav, R. and Filin, S.",
        TITLE = "An Energy-based Approach For Detection And Characterization Of Subtle
Entities Within Laser Scanning Point-clouds",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 167-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82782"}

@inproceedings{bb85678,
        AUTHOR = "Blankenburg, C. and Daul, C. and Ohser, J.",
        TITLE = "Parameter free torsion estimation of curves in 3D images",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1081-1085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82783"}

@inproceedings{bb85679,
        AUTHOR = "Min, L. and Xin, Y. and Liyang, X.",
        TITLE = "Point Cloud Oriented Shoulder Line Extraction In Loess Hilly Area",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 279-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82784"}

@inproceedings{bb85680,
        AUTHOR = "Feng, Y. and Schlichting, A. and Brenner, C.",
        TITLE = "3d Feature Point Extraction From Lidar Data Using A Neural Network",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B1: 563-569",
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@inproceedings{bb85681,
        AUTHOR = "Bhalla, G. and Bhowmick, P.",
        TITLE = "DIG: Discrete Iso-contour Geodesics for Topological Analysis of
Voxelized Objects",
        BOOKTITLE = CTIC16,
        YEAR = "2016",
        PAGES = "265-276",
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@inproceedings{bb85682,
        AUTHOR = "Varney, N.M. and Asari, V.K.",
        TITLE = "Volumetric features for object region classification in 3D LiDAR
point clouds",
        BOOKTITLE = AIPR14,
        YEAR = "2014",
        PAGES = "1-6",
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@inproceedings{bb85683,
        AUTHOR = "Hauenstein, J.D. and Newman, T.S.",
        TITLE = "On Reliable Estimation of Curvatures of Implicit Surfaces",
        BOOKTITLE = "3DV14",
        YEAR = "2014",
        PAGES = "697-704",
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@inproceedings{bb85684,
        AUTHOR = "di Martino, J.M. and Fernandez, A. and Ferrari, J.A.",
        TITLE = "3D curvature analysis with a novel one-shot technique",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "3818-3822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82789"}

@inproceedings{bb85685,
        AUTHOR = "Schiopu, I. and Tabus, I.",
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        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5626-5630",
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@inproceedings{bb85686,
        AUTHOR = "Holte, M.B.",
        TITLE = "3D interest point detection using local surface characteristics with
application in action recognition",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5736-5740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82791"}

@inproceedings{bb85687,
        AUTHOR = "Filipe, S. and Alexandre, L.A.",
        TITLE = "A Biological Motivated Multi-scale Keypoint Detector for local 3D
Descriptors",
        BOOKTITLE = ISVC14,
        YEAR = "2014",
        PAGES = "I: 218-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe441.html#TT82792"}

@inproceedings{bb85688,
        AUTHOR = "Fischer, P. and Brox, T.",
        TITLE = "Image Descriptors Based on Curvature Histograms",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "239-249",
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@inproceedings{bb85689,
        AUTHOR = "Rothermel, M. and Haala, N. and Fritsch, D.",
        TITLE = "Generating Oriented Pointsets From Redundant Depth Maps Using
Restricted Quadtrees",
        BOOKTITLE = PCV14,
        YEAR = "2014",
        PAGES = "281-287",
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@inproceedings{bb85690,
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@inproceedings{bb85691,
        AUTHOR = "Wu, Y.H. and Zhang, T. and Ke, W. and Susstrunk, S. and Salzmann, M.",
        TITLE = "Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5251-5260",
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@inproceedings{bb85692,
        AUTHOR = "Najafi, M. and Namin, S.T. and Salzmann, M. and Petersson, L.",
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Classification",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "V: 500-515",
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@inproceedings{bb85693,
        AUTHOR = "Huang, J. and You, S.",
        TITLE = "Detecting Objects in Scene Point Cloud: A Combinational Approach",
        BOOKTITLE = "3DV13",
        YEAR = "2013",
        PAGES = "175-182",
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@inproceedings{bb85694,
        AUTHOR = "Klein, D.A. and Cremers, A.B.",
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        YEAR = "2013",
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@inproceedings{bb85695,
        AUTHOR = "Burger, F. and Pauli, J.",
        TITLE = "Unsupervised Segmentation of Anomalies in Sequential Data, Images and
Volumetric Data Using Multiscale Fourier Phase-Only Analysis",
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@inproceedings{bb85696,
        AUTHOR = "Alathari, T.S. and Nixon, M.S.",
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        BOOKTITLE = ISVC13,
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@inproceedings{bb85697,
        AUTHOR = "Fiorio, C. and Mercat, C. and Rieux, F.",
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@inproceedings{bb85698,
        AUTHOR = "Chen, L. and Biswas, S.",
        TITLE = "Digital Curvatures Applied to 3D Object Analysis and Recognition:
A Case Study",
        BOOKTITLE = IWCIA12,
        YEAR = "2012",
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@inproceedings{bb85699,
        AUTHOR = "Mesmoudi, M.M. and de Floriani, L. and Magillo, P.",
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Surfaces",
        BOOKTITLE = CTIC12,
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