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@article{bb95811,
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and Voxel-Level Attention for Unsupervised Surface Anomaly Detection",
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guidance for 3D anomaly detection",
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@inproceedings{bb95825,
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        PAGES = "6263-6279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92834"}

@inproceedings{bb95857,
        AUTHOR = "Long, X.X. and Lin, C. and Liu, L.J. and Li, W. and Theobalt, C. and Yang, R.G. and Wang, W.P.",
        TITLE = "Adaptive Surface Normal Constraint for Depth Estimation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "12829-12838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92835"}

@article{bb95858,
        AUTHOR = "Kirchengast, M. and Watzenig, D.",
        TITLE = "A Depth-Buffer-Based Lidar Model With Surface Normal Estimation",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9375-9386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92836"}

@article{bb95859,
        AUTHOR = "Li, Q. and Feng, H.F. and Shi, K. and Gao, Y. and Fang, Y. and Liu, Y.S. and Han, Z.Z.",
        TITLE = "Learning Signed Hyper Surfaces for Oriented Point Cloud Normal
Estimation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9957-9974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92837"}

@inproceedings{bb95860,
        AUTHOR = "Li, Q. and Feng, H.F. and Shi, K. and Gao, Y. and Fang, Y. and Liu, Y.S. and Han, Z.Z.",
        TITLE = "SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal
Estimation of Point Clouds",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13591-13600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92838"}

@article{bb95861,
        AUTHOR = "Hu, M. and Yin, W. and Zhang, C. and Cai, Z.P. and Long, X.X. and Chen, H. and Wang, K.X. and Yu, G. and Shen, C.H. and Shen, S.J.",
        TITLE = "Metric3D v2: A Versatile Monocular Geometric Foundation Model for
Zero-Shot Metric Depth and Surface Normal Estimation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10579-10596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92839"}

@article{bb95862,
        AUTHOR = "Bai, H.L. and Gao, X. and Deng, W. and Gan, J. and Xiong, Y.J. and Kou, K.K. and Zhang, G.Y.",
        TITLE = "QRNet: Quaternion-Based Refinement Network for Surface Normal
Estimation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "3356-3369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92840"}

@article{bb95863,
        AUTHOR = "Ge, L.L. and Song, T.Y. and Wang, L. and Feng, J.",
        TITLE = "Boundary-Aware Consistent Normal Orientation for Point Clouds",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "874-886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92841"}

@article{bb95864,
        AUTHOR = "Qiao, Z. and Du, Y.C. and Li, H. and Mei, S.",
        TITLE = "Enhancing surface normal estimation with cross-modal attention RGB-D
fusion and adversarial Schrödinger bridge",
        JOURNAL = PRL,
        VOLUME = "203",
        YEAR = "2026",
        PAGES = "71-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92842"}

@article{bb95865,
        AUTHOR = "Wang, M. and Dai, W.J. and Guo, X.J.",
        TITLE = "Fine-grained normal estimation via feature-augmented knowledge
transfer",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92843"}

@inproceedings{bb95866,
        AUTHOR = "Milano, F. and Chung, J.J. and Ott, L. and Siegwart, R.",
        TITLE = "Towards Fast and Scalable Normal Integration using Continuous
Components",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "236-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92844"}

@inproceedings{bb95867,
        AUTHOR = "Li, Y.Q. and Huang, J.C. and Wang, H.S. and Lv, P.Y. and Liu, Y.S. and Zheng, J.M. and Guo, J. and Guo, Y.W.",
        TITLE = "High-quality Point Cloud Oriented Normal Estimation via Hybrid
Angular and Euclidean Distance Encoding",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "1287-1296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92845"}

@inproceedings{bb95868,
        AUTHOR = "Fu, R. and Zheng, J.M. and Yu, L.",
        TITLE = "Consistent Normal Orientation for 3D Point Clouds via Least Squares
on Delaunay Graph",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "16932-16942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92846"}

@inproceedings{bb95869,
        AUTHOR = "He, Z.X. and Wang, T.F. and Huang, X. and Pan, X.G. and Liu, Z.W.",
        TITLE = "Neural LightRig: Unlocking Accurate Object Normal and Material
Estimation with Multi-Light Diffusion",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "26514-26524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92847"}

@inproceedings{bb95870,
        AUTHOR = "Kuang, Z.F. and Zhang, T.Y. and Zhang, K. and Tan, H. and Bi, S. and Hu, Y.W. and Xu, Z.X. and Hasan, M. and Wetzstein, G. and Luan, F.",
        TITLE = "Buffer Anytime: Zero-Shot Video Depth and Normal from Image Priors",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17660-17670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92848"}

@inproceedings{bb95871,
        AUTHOR = "Malic, D. and Fruhwirth Reisinger, C. and Schulter, S. and Possegger, H.",
        TITLE = "LiSu: A Dataset and Method for LiDAR Surface Normal Estimation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17039-17049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92849"}

@inproceedings{bb95872,
        AUTHOR = "Dinh, N.A. and Lang, I. and Kim, H.W. and Stein, O. and Hanocka, R.",
        TITLE = "Geometry in Style: 3D Stylization via Surface Normal Deformation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28456-28467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92850"}

@inproceedings{bb95873,
        AUTHOR = "Pang, M. and Zhang, W.J. and Zhou, N. and Chen, S.B. and Rao, H.",
        TITLE = "UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain
Prototype Learning and Heterogeneous Face Recognition",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "29299-29308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92851"}

@inproceedings{bb95874,
        AUTHOR = "Yu, B. and Han, J. and Shi, B.X. and Sato, I.",
        TITLE = "EventPSR: Surface Normal and Reflectance Estimation from Photometric
Stereo Using an Event Camera",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "11427-11436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92852"}

@inproceedings{bb95875,
        AUTHOR = "Heep, M. and Zell, E.",
        TITLE = "An Adaptive Screen-space Meshing Approach for Normal Integration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVIII: 445-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92853"}

@inproceedings{bb95876,
        AUTHOR = "Bhanushali, J. and Muniyandi, M. and Chakravarthula, P.",
        TITLE = "Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal
Estimation for 3D Scene Understanding",
        BOOKTITLE = OmniCV24,
        YEAR = "2024",
        PAGES = "1290-1300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92854"}

@inproceedings{bb95877,
        AUTHOR = "Bae, G.B. and Davison, A.J.",
        TITLE = "Rethinking Inductive Biases for Surface Normal Estimation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9535-9545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92855"}

@inproceedings{bb95878,
        AUTHOR = "Chen, Z. and Wu, X.L. and Zhang, Y.",
        TITLE = "NC-SDF: Enhancing Indoor Scene Reconstruction Using Neural SDFs with
View-Dependent Normal Compensation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5155-5165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92856"}

@inproceedings{bb95879,
        AUTHOR = "Pei, M.Z. and Cao, X. and Wang, X. and Guo, H. and Ma, Z.Y.",
        TITLE = "PMNI: Pose-free Multi-view Normal Integration for Reflective and
Textureless Surface Reconstruction",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "26834-26843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92857"}

@inproceedings{bb95880,
        AUTHOR = "Cao, X. and Taketomi, T.",
        TITLE = "SuperNormal: Neural Surface Reconstruction via Multi-View Normal
Integration",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20581-20590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92858"}

@inproceedings{bb95881,
        AUTHOR = "Ming, N. and Feng, Y. and Fan, R.",
        TITLE = "SDA-SNE: Spatial Discontinuity-Aware Surface Normal Estimation via
Multi-Directional Dynamic Programming",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "486-494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92859"}

@inproceedings{bb95882,
        AUTHOR = "Zhong, Y.Y. and Bhattad, A. and Wang, Y.X. and Forsyth, D.A.",
        TITLE = "Improving Equivariance in State-of-the-Art Supervised Depth and
Normal Predictors",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21718-21728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92860"}

@inproceedings{bb95883,
        AUTHOR = "Hajder, L. and Loczi, L. and Barath, D.",
        TITLE = "Fast Globally Optimal Surface Normal from an Affine Correspondence",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "3367-3378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92861"}

@inproceedings{bb95884,
        AUTHOR = "Popovic, N. and Paudel, D.P. and Van Gool, L.J.",
        TITLE = "Surface Normal Clustering for Implicit Representation of Manhattan
Scenes",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17814-17824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92862"}

@inproceedings{bb95885,
        AUTHOR = "Du, H. and Yan, X.J. and Wang, J.J. and Xie, D. and Pu, S.L.",
        TITLE = "Rethinking the Approximation Error in 3D Surface Fitting for Point
Cloud Normal Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9486-9495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92863"}

@inproceedings{bb95886,
        AUTHOR = "Calvet, L. and Maignan, N. and Brument, B. and Melou, J. and Tozza, S. and Durou, J.D. and Queau, Y.",
        TITLE = "Multi-view Normal Estimation: Application to Slanted Plane-sweeping",
        BOOKTITLE = SSVM23,
        YEAR = "2023",
        PAGES = "704-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92864"}

@inproceedings{bb95887,
        AUTHOR = "Li, K.Q. and Zhao, M.Y. and Wu, H. and Yan, D.M. and Shen, Z. and Wang, F.Y. and Xiong, G.",
        TITLE = "GraphFit: Learning Multi-scale Graph-Convolutional Representation for
Point Cloud Normal Estimation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXII:651-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92865"}

@inproceedings{bb95888,
        AUTHOR = "Kang, M. and Choe, J. and Ha, H.W. and Jeon, H.G. and Im, S.H. and Kweon, I.S. and Yoon, K.J.",
        TITLE = "Facial Depth and Normal Estimation Using Single Dual-Pixel Camera",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VIII:181-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92866"}

@inproceedings{bb95889,
        AUTHOR = "Cao, X. and Santo, H. and Shi, B.X. and Okura, F. and Matsushita, Y.",
        TITLE = "Bilateral Normal Integration",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "I:552-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92867"}

@inproceedings{bb95890,
        AUTHOR = "Pang, X.F. and Li, F. and Ding, N. and Zhong, X.P.",
        TITLE = "Upright-Net: Learning Upright Orientation for 3D Point Cloud",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14891-14899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92868"}

@inproceedings{bb95891,
        AUTHOR = "Zhu, R.S. and Liu, Y. and Dong, Z. and Wang, Y. and Jiang, T.P. and Wang, W.P. and Yang, B.S.",
        TITLE = "AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6098-6107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92869"}

@inproceedings{bb95892,
        AUTHOR = "Bae, G.B. and Budvytis, I. and Cipolla, R.",
        TITLE = "Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal
Estimation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "13117-13126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92870"}

@inproceedings{bb95893,
        AUTHOR = "Zhao, W. and Liu, S.H. and Wei, Y. and Guo, H.K. and Liu, Y.J.",
        TITLE = "A Confidence-based Iterative Solver of Depths and Surface Normals for
Deep Multi-view Stereo",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6148-6157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92871"}

@inproceedings{bb95894,
        AUTHOR = "Molnar, S. and Kelenyi, B. and Tamas, L.",
        TITLE = "ToFNest: Efficient normal estimation for time-of-flight depth cameras",
        BOOKTITLE = ACVR21,
        YEAR = "2021",
        PAGES = "1791-1798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92872"}

@inproceedings{bb95895,
        AUTHOR = "Robson, S. and MacDonald, L. and Sargeant, B.",
        TITLE = "Metrology Enabled Reflection Transformation Imaging to Reconstruct
Local Detail In Manufactured Surfaces",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B2:797-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92873"}

@inproceedings{bb95896,
        AUTHOR = "Raposo, C. and Barreto, J.P.",
        TITLE = "Accurate Reconstruction of Oriented 3d Points Using Affine
Correspondences",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVIII:545-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92874"}

@inproceedings{bb95897,
        AUTHOR = "Do, T. and Vuong, K. and Roumeliotis, S.I. and Park, H.S.",
        TITLE = "Surface Normal Estimation of Tilted Images via Spatial Rectifier",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:265-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92875"}

@inproceedings{bb95898,
        AUTHOR = "Lenssen, J.E. and Osendorfer, C. and Masci, J.",
        TITLE = "Deep Iterative Surface Normal Estimation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11244-11253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92876"}

@inproceedings{bb95899,
        AUTHOR = "Rossi, M. and El Gheche, M. and Kuhn, A. and Frossard, P.",
        TITLE = "Joint Graph-Based Depth Refinement and Normal Estimation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12151-12160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe442sn2.html#TT92877"}

Last update:Oct 8, 2026 at 11:03:09