Synonyms
Related Concepts
Definition
Symmetry is a mathematical concept as well as a widely used word for describing observed patterns. Formally:
Definition 1
Let S be a proper subset of Rn. Then an isometry (a distance preserving mapping) g is a symmetry of S if and only if g(S) = S.
Computational symmetry is a branch of research using computers to model, analyze, synthesize, and manipulate symmetries in digital form [41].
Background
Symmetry is a pervasive phenomenon presenting itself in all forms and scales, from galaxies to microscopic biological structures, in nature and man-made environments. Much of one’s understanding of the world is based on the perception and recognition of recurring patterns that are generalized by the mathematical concept of symmetries [85, 14, 12]. Humans and animals have an innate ability to perceive and take advantage of symmetry in everyday life [80, 22, 73, 84], while harnessing this...
Notes
- 1.
Electronic Supplementary Material: The online version of this article (https://doi.org/10.1007/978-3-030-03243-2_640-2) contains supplementary material, which is available to authorized users.
References
Arnheim R (2004) Art and visual perception: a psychology of the creative eye. University of California Press, Berkelay
Begelfor E, Werman M (2005) How to put probabilities on homographies. IEEE Trans Pattern Anal Mach Intell 27(10):1666–1670
Bieberbach L (1910) Über die Bewegungsgruppen der n-dimensional en Euklidischen Räume mit einem endlichen Fundamental bereich. Göttinger Nachrichten, pp 75–84
Biederman I (1985) Human image understanding: recent research and a theory. Comput Vis Graph Image Process 32:29–73
Birkoff GD (1932) Aesthetic measure. Harvard University Press, Cambridge, MA
Blum H (1973) Biological shape and visual science (part I). J Theor Biol 38:205–287
Blumenthal AF, Davis LS, Rosenfeld A (1977) Detecting natural “plateaus” in one-dimensional patterns. IEEE Trans Comput 26(2):178–179
Brady M, Asada H (1984) Smoothed local symmetries and their implementation. Int J Robot Res 3(3):36–61
Chastain E, Liu Y (2007) Quantified symmetry for entorhinal spatial maps. Neurocomputing 70(10–12):1723–1727
Chen P, Hays JH, Lee S, Park M, Liu Y (2007) A quantitative evaluation of symmetry detection algorithms. Technical Report PSU-CSE-07011 (also listed as Technical report CMU-RI-TR-07-36), The Pennsylvania State University, State College
Cohen A, Oswald MR, Liu Y, Pollefeys M (2017) Symmetry-aware facade parsing with occlusions. In: 2017 international conference on 3D vision (3DV). IEEE, pp 393–401
Conway JH, Burgiel H, Goodman-Strauss C (2008) The symmetries of things. A K Peters, Wellesley
Coxeter HSM Introduction to geometry, 2nd edn. Wiley, New York (1980)
Coxeter HSM, Moser WOJ (1980) Generators and relations for discrete groups, 4th edn. Springer, New York
Davis LS (1977) Understanding shape: angles and sides. IEEE Trans Comput 26(3):236–242
Fedorov ES (1885) The elements of the study of figures. [Russian] (2) 21. In: Zapiski Imperatorskogo S. Peterburgskogo Mineralogichesgo Obshchestva [Proc S. Peterb Mineral Soc], pp 1–289
Fedorov ES (1891) Symmetry in the plane. [russian] (2) 28. In: Zapiski Imperatorskogo S. Peterburgskogo Mineralogichesgo Obshchestva [Proc S. Peterb Mineral Soc], pp 345–390
Fedorov ES (1891) Symmetry of finite figures. [russian] (2) 28. In: Zapiski Imperatorskogo S. Peterburgskogo Mineralogichesgo Obshchestva [Proc S. Peterb Mineral Soc], pp 1–146
Funk C, Lee S, Oswald M, Tsogkas S, Shen W, Cohen A, Dickinson S, Liu Y (2017) 2017 iccv challenge: detecting symmetry in the wild. In: 2017 IEEE international conference on computer vision workshops (ICCVW), pp 1692–1701
Funk C, Liu Y (2016) Symmetry reCAPTCHA. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 5165–5174
Funk C, Liu Y (2017) Beyond planar symmetry: modeling human perception of reflection and rotation symmetries in the wild. In: Proceedings of the IEEE international conference on computer vision, pp 793–803
Giurfa M, Eichmann B, Menzel R (1996) Symmetry perception in an insect. Nature 382(6590):458–461
Greenberg MJ (1993) Euclidean and non-Euclidean geometries: development and history, 3rd edn. W. H. Freeman and Company, Dallas
Grünbaum B, Shephard GC (1987) Tilings and patterns. W.H. Freeman and Company, New York
Han J, McKenna SJ, Wang R (2008) Regular texture analysis as statistical model selection. In: ECCV08
Hays J, Leordeanu M, Efros A, Liu Y (2006) Discovering texture regularity as a higher-order correspondence problem. In: European conference on computer vision (ECCV’06)
Henry NFM, Lonsdale K (eds) (1969) International tables for X-ray crystallography, Volume 1, symmetry groups. The international union of crystallography. The Kynoch Press, Birmingham
Hong W, Yang AY, Ma Y (2004) On symmetry and multiple view geometry: structure, pose and calibration from a single image. Int J Comput Vis 60(3):241–265
Kanade T (1981) Recovery of the 3-dimensional shape of an object from a single view. Artif Intell 17:75–116
Korah T, Rasmussen D (2008) Analysis of building textures for reconstructing partially occluded facades. In: ECCV08, pp 359–372
Lee S, Liu Y (2010) Skewed rotation symmetry group detection. IEEE Trans Pattern Anal Mach Intell PAMI 32(9):1659–1672
Lee S, Liu Y (2009) Skewed rotation symmetry group detection. IEEE Trans Pattern Anal Mach Intell 32(9):1659–1672
Lee S, Liu Y (2011) Curved glide-reflection symmetry detection. IEEE Trans Pattern Anal Mach Intell 34(2):266–278
Levinshtein A, Sminchisescu C, Dickinson S (2009) Multiscale symmetric part detection and grouping. In: ICCV
Lin WC, Liu Y (2006) Tracking dynamic near-regular textures under occlusion and rapid movements. In: 9th European conference on computer vision (ECCV’06), vol 2, pp 44–55
Lin WC, Liu Y (2007) A lattice-based mrf model for dynamic near-regular texture tracking. IEEE Trans Pattern Anal Mach Intell 29(5):777–792
Liu J, Liu Y (2010) Multi-target tracking of time-varying spatial patterns. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR’10). IEEE Computer Society Press, pp 1–8
Liu J, Liu Y (2013) Grasp recurring patterns from a single view. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 2003–2010
Liu J, Liu Y (2014) Local regularity-driven city-scale facade detection from aerial images. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 3778–3785
Liu Y (1990) Symmetry groups in robotic assembly planning. PhD thesis, University of Massachusetts, Amherst
Liu Y (2002) Computational symmetry. In: Hargittai I, Laurent TC (eds) Symmetry 2000, vol 80, chapter 21. Wenner-Gren international series. Portland, London, pp 231–245. ISBN I-85578-149-2
Liu Y, Belkina T, Hays H, Lublinerman R (2008) Image de-fencing. In: IEEE computer vision and pattern recognition (CVPR 2008), pp 1–8
Liu Y, Collins RT (2000) A computational model for repeated pattern perception using frieze and wallpaper groups. In: Computer vision and pattern recognition conference (CVPR’00), Hilton Head. IEEE Computer Society Press, pp 537–544. http://www.ri.cmu.edu/pubs/pub_3302.html
Liu Y, Collins RT (2001) Skewed symmetry groups. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR’01), Kauai. IEEE Computer Society Press, pp 872–879. http://www.ri.cmu.edu/pubs/pub_3815.html
Liu Y, Collins RT, Rothfus WE (2001) Robust midsagittal plane extraction from normal and pathological 3D neuroradiology images. IEEE Trans Med Imaging 20(3):175–192
Liu Y, Collins RT, Tsin Y (2002) Gait sequence analysis using frieze patterns. In: Proceedings of the 7th European conference on computer vision (ECCV’02), A longer version can be found as CMU RI tech report 01-38 (2001), Copenhagen
Liu Y, Collins RT, Tsin Y (2004) A computational model for periodic pattern perception based on frieze and wallpaper groups. IEEE Trans Pattern Anal Mach Intell 26(3):354–371
Liu Y, Dellaert F (1998) A classification-based similarity metric for 3D image retrieval. In: Proceedings of computer vision and pattern recognition conference (CVPR’98), Santa Barbara. IEEE Computer Society Press, pp 800–807
Liu Y, Hel-Or H, Kaplan CS, Van Gool L (2010) Computational symmetry in computer vision and computer graphics: a survey. Found Trends(r) Comput Graph Vis 5(1/2):1–165
Liu Y, Lin WC (2003) Deformable texture: the irregular-regular-irregular cycle. In: Texture 2003, The 3rd international workshop on texture analysis and synthesis, Nice, pp 65–70
Liu Y, Lin WC, Hays J (2004) Near-regular texture analysis and manipulation. ACM Trans Graph (SIGGRAPH) 23(3):368–376
Liu Y, Palmer J (2003) A quantified study of facial asymmetry in 3D faces. In: IEEE international workshop on analysis and modeling of faces and gestures. IEEE, pp 222–229
Liu Y, Schmidt K, Cohn J, Mitra S (2003) Facial asymmetry quantification for expression invariant human identification. Comput Vis Image Underst J 91(1/2):138–159. Special issue on face recognition, Martinez, Yang and Kriegman (eds)
Liu Y, Schmidt K, Cohn J, Weaver RL (2002) Facial asymmetry quantification for expression invariant human identification. In: International conference on automatic face and gesture recognition (FG’02)
Liu Y, Teverovskiy L, Carmichael O, Kikinis R, Shenton M, Carter CS, Stenger VA, Davis S, Aizenstein H, Becker J, Lopez O, Meltzer C (2004) Discriminative MR image feature analysis for automatic schizophrenia and alzheimer’s disease classification. In: 7th international conference on medical imaging computing and comptuer assisted intervention (MICCAI 2004). Springer, pp 378–385
Liu Y, Teverovskiy L, Lopez O, Aizenstein H, Becker J, Meltzer C (2007) Discovery of “biomarkers” for Alzheimer’s disease prediction from structural MR images. In: 2002 IEEE international symposium on biomedical imaging: macro to nano, pp 1344–1347
Liu Y, Tsin Y (2002) The promise and perils of near-regular texture. In: Texture 2002, Copenhagen, pp 657–671. In conjuction with ECCV’02
Liu Y, Tsin Y, Lin W (2005) The promise and perils of near-regular texture. Int J Comput Vis 62(1–2):145159
Liu Y, Dellaert F, Rothfus WE, Moore A, Schneider J, Kanade T (2001) Classification-driven pathological neuroimage retrieval using statistical asymmetry measures. In: International conference on medical image computing and computer-assisted intervention. Springer, pp 655–665
Lowe DG (1985) Perceptual organization and visual recognition. Kluwer Academic, New York
Makadia A, Daniilidis K (2006) Rotation recovery from spherical images without correspondences. 28:1170–1175
Milnor J (1976) Hilbert’s problem 18. In: Proceedings of symposia in pure mathematics, vol 28. American Mathematical Society, ISBN 0-8218-1428-1 (Browder, Felix E., Mathematical developments arising from Hilbert problems)
Mitra S, Lazar N, Liu Y (2007) Understanding the role of facial asymmetry in human face identification. Stat Comput 17:57–70
Mitra S, Liu Y (2004) Local facial asymmetry for expression classification. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR’04), Washington, DC. IEEE Computer Society Press, pp 889–894. http://www.ri.cmu.edu/pubs/pub_4640.html
Nevatia R, Binford TO (1977) Description and recognition of curved objects. Artif Intell 8(1):77–98
Park M, Brocklehurst K, Collins RT, Liu Y (2010) Image de-fencing revisited. In: Asian conference on computer vision (ACCV’10). IEEE Computer Society Press, pp 1–13
Park M, Brocklehurst K, Collins RT, Liu Y (2010) Translation-symmetry-based perceptual grouping with applications to urban scenes. In: Asian conference on computer vision (ACCV’10). IEEE Computer Society Press, pp 1–14
Park M, Brocklehurst K, Collins RT, Liu Y (2009) Deformed lattice detection in real-world images using mean-shift belief propagation. IEEE Trans Pattern Anal Mach Intell PAMI 31(10)
Park M, Lee S, Chen P, Kashyap S, Butt AA, Liu Y (2008) Performance evaluation of state-of-the-art discrete symmetry detection algorithms. In: IEEE conference on computer vision and pattern recognition (CVPR 2008), pp 1–8
Park M, Liu Y, Collins RT (2008) Deformed lattice detection via mean-shift belief propagation. In: Proceedings of the 10th European conference on computer vision (ECCV’08)
Park M, Liu Y, Collins RT (2008) Efficient mean shift belief propagation for vision tracking. In: Proceedings of computer vision and pattern recognition conference (CVPR’08). IEEE Computer Society Press
Pentland AP (1986) Perceptual organization and the representation of natural form. Artif Intell 28:293–331
Rodríguez I, Gumbert A, Hempel de Ibarra N, Kunze J, Giurfa M (2004) Symmetry is in the eye of the ‘beeholder’: innate preference for bilateral symmetry in flower-naïve bumblebees. Naturwissenschaften 91(8):374–377
Schattschneider D (1978) The plane symmetry groups: their recognition and notation. Am Math Mon 85:439–450
Schindler G, Krishnamurthy P, Lublinerman R, Liu Y, Dellaert F (2008) Detecting and matching repeated patterns for automatic geo-tagging in urban environments. In: IEEE computer vision and pattern recognition (CVPR 2008), pp 1–8
Seitz SM, Dyer CR (1996) View morphing. In: Proceedings of the 23rd annual conference on computer graphics and interactive techniques, pp 21–30
Sun Y, Bhanu B (2009) Symmetry integrated region-based image segmentation. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR’08). IEEE Computer Society Press, pp 826–831
Terzopoulos D, Witkin A, Kass M (1987) Symmetry-seeking models and 3D object reconstruction. Int J Comput Vis 1:211–221
Teverovskiy L, Becker J, Lopez O, Liu Y (2008) Quantified brain asymmetry for age estimation of normal and AD/MCI subjects. In: 2008 IEEE international symposium on biomedical imaging: nano to macro, pp 1509–1512
Thompson DW (1961) On growth and form. Cambridge University Press, Cambridge, England
Tsin Y, Liu Y, Ramesh V (2001) Texture replacement in real images. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR’01), Kauai. IEEE Computer Society Press, pp 539–544
Tuytelaars T, Turina A, Van Gool L (2003) Non-combinatorial detection of regular repetitions under perspective skew. IEEE Trans Pattern Anal Mach Intell PAMI 25(4):418–432
Tuzel O, Subbarao R, Meer P (2005) Simultaneous multiple 3D motion estimation via mode finding on lie groups. In: Proceedings of the 10th IEEE international conference on computer vision (ICCV’05), vol I, pp 18–25
Tyler CW (ed) (1996) Human symmetry perception and its computational analysis. VSP, Utrecht, pp 1804–1816
Weyl H (1952) Symmetry. Princeton University Press, Princeton
Wolff M, Collins RT, Liu Y (2016) Regularity-driven facade matching between aerial and street views. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1591–1600
Changchang Wu, Frahm J-M, Pollefeys M (2010) Detecting large repetitive structures with salient boundaries. In: Daniilidis K, Maragos P, Paragios N (eds) Computer vision ECCV 2010. Lecture notes in computer science, vol 6312. Springer, Berlin/Heidelberg, pp 142–155. https://doi.org/10.1007/978-3-642-15552-9_11
Shangzhe Wu, Rupprecht C, Vedaldi A (2020) Unsupervised learning of probably symmetric deformable 3D objects from images in the wild. In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp 1–10
Yang AY, Rao S, Huang K, Hong W, Ma Y (2003) Geometric segmentation of perspective images based on symmetry groups. In: Proceedings of the 10th IEEE international conference on computer vision (ICCV’03), vol 2, p 1251
Yu C-P, Ruppert G, Collins R, Nguyen D, Falcao A, Liu Y (2014) 3D blob based brain tumor detection and segmentation in MR images. In: 2014 IEEE 11th international symposium on biomedical imaging (ISBI). IEEE, pp 1192–1197
Zabrodsky H, Avnir D Measuring symmetry in structural chemistry. In: Hargittai I (ed) Advanced molecular structure research, vol 1. JAI Press, Greenwich (1993)
Zabrodsky H, Avnir D (1995) Continuous symmetry measures, IV: chirality. J Am Chem Soc 117:462–473
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Liu, Y. (2021). Computational Symmetry. In: Computer Vision. Springer, Cham. https://doi.org/10.1007/978-3-030-03243-2_640-2
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Latest
Computational Symmetry- Published:
- 19 June 2021
DOI: https://doi.org/10.1007/978-3-030-03243-2_640-2
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Original
Computational Symmetry- Published:
- 24 February 2021
DOI: https://doi.org/10.1007/978-3-030-03243-2_640-1