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Journal articles on the topic 'Statistical shape analysis'

Author: Grafiati

Published: 4 June 2021

Last updated: 1 February 2022

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1

Dean, David. "Statistical Shape Analysis." Journal of Human Evolution 38, no. 3 (2000): 455–57. http://dx.doi.org/10.1006/jhev.1999.0391.

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2

CHEN, YUFENG, MANDUN ZHANG, PENG LU, and YANGSHENG WANG. "DIFFERENTIAL SHAPE STATISTICAL ANALYSIS." International Journal of Wavelets, Multiresolution and Information Processing 05, no. 01 (2007): 145–57. http://dx.doi.org/10.1142/s0219691307001689.

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A novel statistical approach that involves differential shape is proposed to analyze contour segments. First, a moment-based algorithm to represent the differential contour segment in an efficient way is introduced. Then, a curvature mean-shift method is adopted to search for the salient features. An optimized function is also developed to segment a contour into parts based on its structural properties. Compared with some other methods used in CSS (Curvature Scale Space) and shock graphs, our method is more powerful for shape contour analysis, especially for the incomplete or occluded contours

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3

Nettel-Aguirre, Alberto. "NUCLEI SHAPE ANALYSIS, A STATISTICAL APPROACH." Image Analysis & Stereology 27, no. 1 (2011): 1. http://dx.doi.org/10.5566/ias.v27.p1-10.

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The method presented in our paper suggests the use of Functional Data Analysis (FDA) techniques in an attempt to characterise the nuclei of two types of cells: Cancer and non-cancer, based on their 2 dimensional profiles. The characteristics of the profile itself, as traced by its X and Y coordinates, their first and second derivatives, their variability and use in characterization are the main focus of this approach which is not constrained to star shaped nuclei. Findings: Principal components created from the coordinates relate to shape with significant differences between nuclei type. Chara

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4

Choi, Myung Hwan, Bon Yeol Koo, Je Wook Chae, and Jay Jung Kim. "Parametric Shape Modeling of Femurs Using Statistical Shape Analysis." Transactions of the Korean Society of Mechanical Engineers A 38, no. 10 (2014): 1139–45. http://dx.doi.org/10.3795/ksme-a.2014.38.10.1139.

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5

MARDIA, K. V., and I. L. DRYDEN. "The statistical analysis of shape data." Biometrika 76, no. 2 (1989): 271–81. http://dx.doi.org/10.1093/biomet/76.2.271.

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6

Pereira, Luis Marcelo. "Bioequivalence testing by statistical shape analysis." Journal of Pharmacokinetics and Pharmacodynamics 34, no. 4 (2007): 451–84. http://dx.doi.org/10.1007/s10928-007-9055-3.

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7

DeJong, Richard. "Statistical phase analysis and Lyon statistical mode shape functions." Journal of the Acoustical Society of America 148, no. 4 (2020): 2612. http://dx.doi.org/10.1121/1.5147258.

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8

Munsell, B. C., P. Dalal, and Song Wang. "Evaluating Shape Correspondence for Statistical Shape Analysis: A Benchmark Study." IEEE Transactions on Pattern Analysis and Machine Intelligence 30, no. 11 (2008): 2023–39. http://dx.doi.org/10.1109/tpami.2007.70841.

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9

Kim, Jong-Geon, Yong-Seok Choi, and Nae-Young Lee. "Unbalanced ANOVA for Testing Shape Variability in Statistical Shape Analysis." Korean Journal of Applied Statistics 23, no. 2 (2010): 317–23. http://dx.doi.org/10.5351/kjas.2010.23.2.317.

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10

Heutinck, Pam, Paul Knoops, Naiara Rodriguez Florez, et al. "Statistical shape modelling for the analysis of head shape variations." Journal of Cranio-Maxillofacial Surgery 49, no. 6 (2021): 449–55. http://dx.doi.org/10.1016/j.jcms.2021.02.020.

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11

Zhang, Miaomiao, and Polina Golland. "Statistical shape analysis: From landmarks to diffeomorphisms." Medical Image Analysis 33 (October 2016): 155–58. http://dx.doi.org/10.1016/j.media.2016.06.025.

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12

Larsen, Rasmus, and Klaus Baggesen Hilger. "Statistical shape analysis using non-Euclidean metrics." Medical Image Analysis 7, no. 4 (2003): 417–23. http://dx.doi.org/10.1016/s1361-8415(03)00040-9.

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13

Srivastava, A., S. H. Joshi, W. Mio, and Xiuwen Liu. "Statistical shape analysis: clustering, learning, and testing." IEEE Transactions on Pattern Analysis and Machine Intelligence 27, no. 4 (2005): 590–602. http://dx.doi.org/10.1109/tpami.2005.86.

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14

Bortolussi, N., E. Durand, M. Blum, and O. Francois. "apTreeshape: statistical analysis of phylogenetic tree shape." Bioinformatics 22, no. 3 (2005): 363–64. http://dx.doi.org/10.1093/bioinformatics/bti798.

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15

Duncan, Adam, Eric Klassen, and Anuj Srivastava. "Statistical shape analysis of simplified neuronal trees." Annals of Applied Statistics 12, no. 3 (2018): 1385–421. http://dx.doi.org/10.1214/17-aoas1107.

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16

Amaral, Getulio J. A., Luiz H. Dore, Rosangela P. Lessa, and Borko Stosic. "k-Means Algorithm in Statistical Shape Analysis." Communications in Statistics - Simulation and Computation 39, no. 5 (2010): 1016–26. http://dx.doi.org/10.1080/03610911003765777.

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17

De Sanctis, Angela, and Stefano Antonio Gattone. "Information Geometry Tools for Shape Analysis." Nonlinear Phenomena in Complex Systems 23, no. 2 (2020): 243–50. http://dx.doi.org/10.33581/1561-4085-2020-23-2-243-250.

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In this work, the use of Information Geometry tools in Shape Analysis is investigated. Landmarks of complex shapes are represented as probability distributions in a statistical manifold where geodesics with respect to different Riemannian metrics could be defined. Geodesics are considered both for studying the shape evolution in time and for deriving shape distances to be used in shape clustering.

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18

Wang, Xiaokan. "Statistical shape analysis for face movement manifold modeling." Optical Engineering 51, no. 3 (2012): 037004. http://dx.doi.org/10.1117/1.oe.51.3.037004.

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19

Castillo, Enrique, and Bianca M. Colosimo. "Statistical Shape Analysis of Experiments for Manufacturing Processes." Technometrics 53, no. 1 (2011): 1–15. http://dx.doi.org/10.1198/tech.2010.08194.

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20

Liang Wang, Tieniu Tan, Weiming Hu, and Huazhong Ning. "Automatic gait recognition based on statistical shape analysis." IEEE Transactions on Image Processing 12, no. 9 (2003): 1120–31. http://dx.doi.org/10.1109/tip.2003.815251.

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21

Castellani, U., M. Cristani, and V. Murino. "Statistical 3D Shape Analysis by Local Generative Descriptors." IEEE Transactions on Pattern Analysis and Machine Intelligence 33, no. 12 (2011): 2555–60. http://dx.doi.org/10.1109/tpami.2011.85.

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22

Feragen, A., P. Lo, M. de Bruijne, M. Nielsen, and F. Lauze. "Toward a Theory of Statistical Tree-Shape Analysis." IEEE Transactions on Pattern Analysis and Machine Intelligence 35, no. 8 (2013): 2008–21. http://dx.doi.org/10.1109/tpami.2012.265.

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23

Goodall, Colin. "Procrustes Methods in the Statistical Analysis of Shape." Journal of the Royal Statistical Society: Series B (Methodological) 53, no. 2 (1991): 285–321. http://dx.doi.org/10.1111/j.2517-6161.1991.tb01825.x.

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24

Guo, Mengmeng, Jingyong Su, Li Sun, and Guofeng Cao. "Statistical regression analysis of functional and shape data." Journal of Applied Statistics 47, no. 1 (2019): 28–44. http://dx.doi.org/10.1080/02664763.2019.1669541.

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25

Wuhrer, Stefanie, Chang Shu, and Pengcheng Xi. "Posture-invariant statistical shape analysis using Laplace operator." Computers & Graphics 36, no. 5 (2012): 410–16. http://dx.doi.org/10.1016/j.cag.2012.03.026.

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26

Alfahad, Mai F., John T. Kent, and Kanti V. Mardia. "Statistical Shape Methodology for the Analysis of Helices." Sankhya A 80, S1 (2018): 8–32. http://dx.doi.org/10.1007/s13171-018-0144-8.

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27

Binte Alam, Saadia, Manabu Nii, Akinobu Shimizu, and Syoji Kobashi. "Spatiotemporal Statistical Shape Model for Temporal Shape Change Analysis of Adult Brain." Current Medical Imaging Formerly Current Medical Imaging Reviews 16, no. 5 (2020): 499–506. http://dx.doi.org/10.2174/1573405615666181120141147.

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Background: This study presents a novel method of constructing a spatiotemporal statistical shape model (st-SSM) for adult brain. St-SSM is an extension of statistical shape model (SSM) in the temporal domain which will represent the statistical variability of shape as well as the temporal change of statistical variance with respect to time. Aims: Expectation-Maximization (EM) based weighted principal component analysis (WPCA) using a temporal weight function is applied where the eigenvalues of each data are estimated by Estep using temporal eigenvectors, and M-step updates Eigenvectors in ord

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28

Riklin Raviv, Tammy, Yi Gao, James J. Levitt, and Sylvain Bouix. "Statistical Shape Analysis of Neuroanatomical Structures via Level-Set--based Shape Morphing." SIAM Journal on Imaging Sciences 7, no. 3 (2014): 1645–68. http://dx.doi.org/10.1137/13093978x.

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29

Stanković, Kristina, Toon Huysmans, Femke Danckaers, Jan Sijbers, and Brian G. Booth. "Subject-specific identification of three dimensional foot shape deviations using statistical shape analysis." Expert Systems with Applications 151 (August 2020): 113372. http://dx.doi.org/10.1016/j.eswa.2020.113372.

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30

Wu, Jia, Katharine G. Brigham, Marc A. Simon, and John C. Brigham. "An implementation of independent component analysis for 3D statistical shape analysis." Biomedical Signal Processing and Control 13 (September 2014): 345–56. http://dx.doi.org/10.1016/j.bspc.2014.06.003.

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31

Burdisso, Ricardo A., and Raphael T. Haftka. "Statistical analysis of static shape control in space structures." AIAA Journal 28, no. 8 (1990): 1504–8. http://dx.doi.org/10.2514/3.25245.

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32

Ramachandran, Srinivas, Feng Ding, Kevin M. Weeks, and Nikolay V. Dokholyan. "Statistical Analysis of SHAPE-Directed RNA Secondary Structure Modeling." Biochemistry 52, no. 4 (2013): 596–99. http://dx.doi.org/10.1021/bi300756s.

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33

GOLLAND, P., W. GRIMSON, M. SHENTON, and R. KIKINIS. "Detection and analysis of statistical differences in anatomical shape." Medical Image Analysis 9, no. 1 (2005): 69–86. http://dx.doi.org/10.1016/j.media.2004.07.003.

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34

Joshi, Shantanu H., Katherine L. Narr, Owen R. Philips, et al. "Statistical shape analysis of the corpus callosum in Schizophrenia." NeuroImage 64 (January 2013): 547–59. http://dx.doi.org/10.1016/j.neuroimage.2012.09.024.

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35

Bharath, Karthik, Sebastian Kurtek, Arvind Rao, and Veerabhadran Baladandayuthapani. "Radiologic image‐based statistical shape analysis of brain tumours." Journal of the Royal Statistical Society: Series C (Applied Statistics) 67, no. 5 (2018): 1357–78. http://dx.doi.org/10.1111/rssc.12272.

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36

Ercan, Ilker, Abdullah Etoz, Ibrahim Guney, et al. "Statistical Shape Analysis of Nose in Turkish Young Adults." Journal of Craniofacial Surgery 18, no. 1 (2007): 219–24. http://dx.doi.org/10.1097/01.scs.0000248642.17965.82.

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37

Dryden, Ian L. "Statistical analysis on high-dimensional spheres and shape spaces." Annals of Statistics 33, no. 4 (2005): 1643–65. http://dx.doi.org/10.1214/009053605000000264.

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38

Campbell-White, Justyn, Dirk Froebrich, and Alfred Kume. "Shape analysis of H ii regions – I. Statistical clustering." Monthly Notices of the Royal Astronomical Society 477, no. 4 (2018): 5486–500. http://dx.doi.org/10.1093/mnras/sty954.

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39

Baek, Seung Yeob, and Kunwoo Lee. "Statistical foot-shape analysis for mass-customisation of footwear." International Journal of Computer Aided Engineering and Technology 8, no. 1/2 (2016): 80. http://dx.doi.org/10.1504/ijcaet.2016.073265.

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40

Humphries, Stephen M., Kendall S. Hunter, Robin Shandas, Robin R. Deterding, and Emily M. DeBoer. "Analysis of pediatric airway morphology using statistical shape modeling." Medical & Biological Engineering & Computing 54, no. 6 (2015): 899–911. http://dx.doi.org/10.1007/s11517-015-1445-x.

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41

Shakeri, Mahsa, Herve Lombaert, Alexandre N. Datta, et al. "Statistical shape analysis of subcortical structures using spectral matching." Computerized Medical Imaging and Graphics 52 (September 2016): 58–71. http://dx.doi.org/10.1016/j.compmedimag.2016.03.001.

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42

Kalliom�ki, Ilkka, Aki Vehtari, and Jouko Lampinen. "Shape analysis of concrete aggregates for statistical quality modeling." Machine Vision and Applications 16, no. 3 (2005): 197–201. http://dx.doi.org/10.1007/s00138-004-0172-3.

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43

Sonat, Fusun (Ak), Ilker Ercan, Senem Turan Ozdemir, Guven Ozkaya, and Behzat Noyan. "Statistical shape analysis of the rat hippocampus in epilepsy." Anatomical Science International 84, no. 4 (2009): 298–304. http://dx.doi.org/10.1007/s12565-009-0038-x.

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44

Mardia, Kanti V. "[A Survey of the Statistical Theory of Shape]: Comment: Some Contributions to Shape Analysis." Statistical Science 4, no. 2 (1989): 108–11. http://dx.doi.org/10.1214/ss/1177012585.

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45

Ozdemir, Senem Turan, Ilker Ercan, Ozdemir Sevinc, et al. "Statistical Shape Analysis of Differences in the Shape of the Corpus Callosum Between Genders." Anatomical Record: Advances in Integrative Anatomy and Evolutionary Biology 290, no. 7 (2007): 825–30. http://dx.doi.org/10.1002/ar.20558.

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46

Cosentino, Federica, Giuseppe M. Raffa, Giovanni Gentile, et al. "Statistical Shape Analysis of Ascending Thoracic Aortic Aneurysm: Correlation between Shape and Biomechanical Descriptors." Journal of Personalized Medicine 10, no. 2 (2020): 28. http://dx.doi.org/10.3390/jpm10020028.

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An ascending thoracic aortic aneurysm (ATAA) is a heterogeneous disease showing different patterns of aortic dilatation and valve morphologies, each with distinct clinical course. This study aimed to explore the aortic morphology and the associations between shape and function in a population of ATAA, while further assessing novel risk models of aortic surgery not based on aortic size. Shape variability of n = 106 patients with ATAA and different valve morphologies (i.e., bicuspid versus tricuspid aortic valve) was estimated by statistical shape analysis (SSA) to compute a mean aortic shape an

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47

Chan, Hei Long, Hangfan Li, and Lok Ming Lui. "Quasi-conformal statistical shape analysis of hippocampal surfaces for Alzheimer׳s disease analysis." Neurocomputing 175 (January 2016): 177–87. http://dx.doi.org/10.1016/j.neucom.2015.10.047.

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48

ÖZKAYA, Güven, Özlem TAŞKAPILIOĞLU, and İlker ERCAN. "Statistical Shape Analysis of Handwriting of Patients with Multiple Sclerosis." Turkiye Klinikleri Journal of Medical Sciences 32, no. 6 (2012): 1702–9. http://dx.doi.org/10.5336/medsci.2012-30233.

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49

Doerfler, Hans-Martin, Heike Huempfner-Hierl, Daniel Kruber, Peter Schulze, and Thomas Hierl. "Template-Based Orbital Wall Fracture Treatment Using Statistical Shape Analysis." Journal of Oral and Maxillofacial Surgery 75, no. 7 (2017): 1475.e1–1475.e8. http://dx.doi.org/10.1016/j.joms.2017.03.048.

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50

Laga, Hamid, Sebastian Kurtek, Anuj Srivastava, and Stanley J. Miklavcic. "Landmark-free statistical analysis of the shape of plant leaves." Journal of Theoretical Biology 363 (December 2014): 41–52. http://dx.doi.org/10.1016/j.jtbi.2014.07.036.

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