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@article{bb60821,
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@article{bb60822,
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@article{bb60823,
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finite 2-D patterns",
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@inproceedings{bb60824,
        AUTHOR = "Lucchese, L.",
        TITLE = "A frequency domain algorithm for detection and classification of cyclic
and dihedral symmetries in two-dimensional patterns",
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@article{bb60825,
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@inproceedings{bb60826,
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@article{bb60827,
        AUTHOR = "Zavidovique, B. and di Gesu, V.",
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@inproceedings{bb60828,
        AUTHOR = "Zavidovique, B. and di Gesu, V.",
        TITLE = "Kernel Based Symmetry Measure",
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@inproceedings{bb60829,
        AUTHOR = "Zavidovique, B. and di Gesu, V.",
        TITLE = "The S-Kernel and a Symmetry Measure Based on Correlation",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58705"}

@inproceedings{bb60830,
        AUTHOR = "Zavidovique, B. and di Gesu, V.",
        TITLE = "The iterative object symmetry transform",
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        PAGES = "IV: 2677-2680",
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@article{bb60831,
        AUTHOR = "Zavidovique, B. and di Gesu, V.",
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@article{bb60832,
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@article{bb60833,
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        TITLE = "Identification of a Discrete Planar Symmetric Shape From a Single Noisy
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@article{bb60834,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58710"}

@inproceedings{bb60835,
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@article{bb60836,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58713"}

@inproceedings{bb60838,
        AUTHOR = "Keller, Y. and Shkolnisky, Y.",
        TITLE = "An algebraic approach to symmetry detection",
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@article{bb60839,
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        AUTHOR = "Kuijper, A. and Olsen, O.F. and Bille, P. and Giblin, P.J.",
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@article{bb60844,
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@article{bb60845,
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        AUTHOR = "Milner, D. and Hel Or, H. and Keren, D. and Raz, S. and Nevo, E.",
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@article{bb60862,
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        TITLE = "Reflection Symmetry-Integrated Image Segmentation",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1827-1841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58738"}

@article{bb60863,
        AUTHOR = "He, B. and Wang, G.J. and Shi, C.B. and Yin, X.W. and Liu, B. and Lin, X.G.",
        TITLE = "Self-Clustering Symmetry Detection",
        JOURNAL = IEICE,
        VOLUME = "E95-D",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2359-2362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58739"}

@article{bb60864,
        AUTHOR = "Kuijper, A.",
        TITLE = "On the Local Form and Transitions of Pre-symmetry Sets",
        JOURNAL = JMIV,
        VOLUME = "45",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "13-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58740"}

@article{bb60865,
        AUTHOR = "Melkemi, M. and Cordier, F. and Sapidis, N.S.",
        TITLE = "A Provable Algorithm to Detect Weak Symmetry in a Polygon",
        JOURNAL = IJIG,
        VOLUME = "13",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1350002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58741"}

@inproceedings{bb60866,
        AUTHOR = "Melkemi, M. and Cordier, F. and Sapidis, N.S.",
        TITLE = "An Algorithm to Detect the Weak-Symmetry of a Simple Polygon",
        BOOKTITLE = ICIAR11,
        YEAR = "2011",
        PAGES = "I: 365-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58742"}

@article{bb60867,
        AUTHOR = "Shiraishi, S. and Feng, Y. and Uchida, S.",
        TITLE = "Skew Estimation by Parts",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1503-1512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58743"}

@article{bb60868,
        AUTHOR = "Wang, Z.Z. and Fu, L.R. and Li, Y.F.",
        TITLE = "Unified detection of skewed rotation, reflection and translation
symmetries from affine invariant contour features",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "1764-1776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58744"}

@article{bb60869,
        AUTHOR = "Liu, Y.X. and Hel Or, H. and Kaplan, C.S. and Van Gool, L.J.",
        TITLE = "Computational Symmetry in Computer Vision and Computer Graphics",
        JOURNAL = FTCGV,
        VOLUME = "5",
        YEAR = "2009",
        PAGES = "1-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58745"}

@article{bb60870,
        AUTHOR = "Albert, F. and Gomis, J.M. and Blasco, J. and Valiente, J.M. and Aleixos, N.",
        TITLE = "A new method to analyse mosaics based on Symmetry Group theory
applied to Islamic Geometric Patterns",
        JOURNAL = CVIU,
        VOLUME = "130",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "54-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58746"}

@article{bb60871,
        AUTHOR = "Widynski, N. and Moevus, A. and Mignotte, M.",
        TITLE = "Local Symmetry Detection in Natural Images Using a Particle Filtering
Approach",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5309-5322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58747"}

@article{bb60872,
        AUTHOR = "Wang, Z.Z. and Tang, Z.S. and Zhang, X.",
        TITLE = "Reflection Symmetry Detection Using Locally Affine Invariant Edge
Correspondence",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1297-1301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58748"}

@article{bb60873,
        AUTHOR = "Puspoki, Z. and Unser, M.",
        TITLE = "Template-Free Wavelet-Based Detection of Local Symmetries",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3009-3018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58749"}

@article{bb60874,
        AUTHOR = "El Ouaazizi, A. and Nasri, A. and Benslimane, R.",
        TITLE = "A rotation symmetry group detection technique for the
characterization of Islamic Rosette Patterns",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58750"}

@article{bb60875,
        AUTHOR = "Shen, W. and Bai, X. and Hu, Z.H. and Zhang, Z.J.",
        TITLE = "Multiple instance subspace learning via partial random projection
tree for local reflection symmetry in natural images",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "306-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58751"}

@article{bb60876,
        AUTHOR = "Revollo, N.V. and Delrieux, C.A. and Gonzalez Jose, R.",
        TITLE = "Set of bilateral and radial symmetry shape descriptor based on contour
information",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "226-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58752"}

@article{bb60877,
        AUTHOR = "Xie, L.X. and Wang, J.D. and Lin, W.Y. and Zhang, B. and Tian, Q.",
        TITLE = "Towards Reversal-Invariant Image Representation",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "226-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58753"}

@article{bb60878,
        AUTHOR = "Cicconet, M. and Birodkar, V. and Lund, M. and Werman, M. and Geiger, D.",
        TITLE = "A convolutional approach to reflection symmetry",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58754"}

@article{bb60879,
        AUTHOR = "Nagar, R. and Raman, S.",
        TITLE = "Reflection Symmetry Axes Detection Using Multiple Model Fitting",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1438-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58755"}

@inproceedings{bb60880,
        AUTHOR = "Nagar, R. and Raman, S.",
        TITLE = "Fast and Accurate Intrinsic Symmetry Detection",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "I: 433-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58756"}

@article{bb60881,
        AUTHOR = "Imani, M. and Ghassemian, H.",
        TITLE = "Weighted Joint Collaborative Representation Based On Median-Mean Line
and Angular Separation",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5612-5624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58757"}

@inproceedings{bb60882,
        AUTHOR = "Nguyen, T.P.",
        TITLE = "Projection Based Approach for Reflection Symmetry Detection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4235-4239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58758"}

@article{bb60883,
        AUTHOR = "Aguilar, W. and Alvarado Gonzalez, M. and Garduno, E. and Velarde, C. and Bribiesca, E.",
        TITLE = "Detection of Rotational Symmetry in Curves Represented by the Slope
Chain Code",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58759"}

@article{bb60884,
        AUTHOR = "Dalitz, C. and Wilberg, J. and Jeltsch, M.",
        TITLE = "The Gradient Product Transform: An Image Filter for Symmetry
Detection",
        JOURNAL = IPOL,
        VOLUME = "9",
        YEAR = "2019",
        PAGES = "413-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58760"}

@article{bb60885,
        AUTHOR = "Nagar, R. and Raman, S.",
        TITLE = "3DSymm: Robust and Accurate 3D Reflection Symmetry Detection",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58761"}

@article{bb60886,
        AUTHOR = "Gnutti, A. and Guerrini, F. and Leonardi, R.",
        TITLE = "Combining Appearance and Gradient Information for Image Symmetry
Detection",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5708-5723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58762"}

@article{bb60887,
        AUTHOR = "Pramod, R.T. and Arun, S.P.",
        TITLE = "Improving Machine Vision Using Human Perceptual Representations:
The Case of Planar Reflection Symmetry for Object Classification",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "228-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58763"}

@article{bb60888,
        AUTHOR = "Nguyen, T.P. and Truong, H.P. and Nguyen, T.T. and Kim, Y.G.",
        TITLE = "Reflection symmetry detection of shapes based on shape signatures",
        JOURNAL = PR,
        VOLUME = "128",
        YEAR = "2022",
        PAGES = "108667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58764"}

@article{bb60889,
        AUTHOR = "Nasiri, S.M. and Hosseini, R. and Moradi, H.",
        TITLE = "Multiple-solutions RANSAC for finding axes of symmetry in fragments
of objects",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58765"}

@article{bb60890,
        AUTHOR = "Li, Y.L. and Xu, Y. and Xu, X.Y. and Mao, X.H. and Lu, C.",
        TITLE = "Learning Single/Multi-Attribute of Object With Symmetry and Group",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9043-9055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58766"}

@article{bb60891,
        AUTHOR = "Nguyen, T.P. and Nguyen, T.T.",
        TITLE = "Robust detectors of rotationally symmetric shapes based on novel
semi-shape signatures",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58767"}

@article{bb60892,
        AUTHOR = "Niu, W.Y. and Huang, X.F. and Xiang, H.Y. and Wang, X. and Ji, S. and Zhang, F.",
        TITLE = "A symmetry-aware alignment method for photogrammetric 3D models",
        JOURNAL = PandRS,
        VOLUME = "204",
        YEAR = "2023",
        PAGES = "184-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58768"}

@article{bb60893,
        AUTHOR = "Wang, Y.L. and Luo, C.",
        TITLE = "Key-Axis-Based Localization of Symmetry Axes in 3D Objects Utilizing
Geometry and Texture",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "6720-6733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58769"}

@article{bb60894,
        AUTHOR = "Sarkar, T. and Chatterjee, P.C. and Bhowmick, P.",
        TITLE = "Mandala simplification: Sacred symmetry meets minimalism",
        JOURNAL = CVIU,
        VOLUME = "254",
        YEAR = "2025",
        PAGES = "104319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58770"}

@inproceedings{bb60895,
        AUTHOR = "Seo, A. and Cho, M.",
        TITLE = "Leveraging 3D Geometric Priors in 2D Rotation Symmetry Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "22109-22118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58771"}

@inproceedings{bb60896,
        AUTHOR = "Li, X. and Huang, Z.X. and Thai, A. and Rehg, J.M.",
        TITLE = "Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D
Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "743-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58772"}

@inproceedings{bb60897,
        AUTHOR = "Sarkar, T. and Chatterjee, P.C. and Bhowmick, P.",
        TITLE = "Mandala Symmetrization through Curvature Map and Geometric Graph*",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58773"}

@inproceedings{bb60898,
        AUTHOR = "Li, R.W. and Zhang, L.X. and Li, C.P. and Lai, Y.K. and Gao, L.",
        TITLE = "E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar
Reflective Symmetry Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "14497-14507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58774"}

@inproceedings{bb60899,
        AUTHOR = "Nguyen, T.P. and Nguyen, T.T. and Tran, T.H.",
        TITLE = "Projection of semi-shapes for rotational symmetry detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "196-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod304.html#TT58775"}