Prof. Dr. Stephan F. Huckemann

Name Card

Main Affiliation
 
Staff Status
unigoe
 

1-59 of 59
 
The bibliographical data in your publication list are complete
You can correct existing data in the blue highlighted fields.To do this, please click on the coloured field. It is not possible to delete data here.
Fields that are not marked in colour (e. g. the authors) can be edited using the input form. To do so, click on the in front of the respective publication.
The bibliographic data in your publication list may be incomplete. You can
  • add any missing data in the fields marked in red or
  • correct existing data in the blue highlighted fields.
To do this, please click on the coloured field. It is not possible to delete data here.
Fields that are not marked in colour (e. g. the authors) can be edited using the input form. To do so, click on the in front of the respective publication.
Check/Uncheck all
  • 2022 | Journal Article | Research Paper
    ​ ​Mardia, Kanti V., Henrik Wiechers, Benjamin Eltzner, and Stephan F. Huckemann. "Principal component analysis and clustering on manifolds​." ​Journal of Multivariate Analysis ​188 (2022): ​S0047259X21001408​. ​https://doi.org/10.1016/j.jmva.2021.104862.
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​Wiechers, Henrik, Benjamin Eltzner, Kanti V. Mardia, and Stephan F. Huckemann​. "Learning torus PCA based classification for multiscale RNA backbone structure correction with application to SARS-CoV-2​." ​Preprint, submitted ​​2021. https://doi.org/10.1101/2021.08.06.455406.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Eltzner, Benjamin, Fernando Galaz-García, Stephan F. Huckemann, and Wilderich Tuschmann. "Stability of the Cut Locus and a Central Limit Theorem for Fréchet Means of Riemannian Manifolds​." ​Proceedings of the American Mathematical Society ​149, no. 09 (2021): ​3947​-3963​. ​https://doi.org/10.1090/proc/15429.
    ​Details  DOI  arXiv 
  • 2021 | Journal Article
    ​ ​Wieditz, Johannes, Yvo Pokern, Dominic Schuhmacher, and Stephan Huckemann. "Characteristic and necessary minutiae in fingerprints​." ​Journal of the Royal Statistical Society: Series C (Applied Statistics) (2021): ​rssc.12520​. ​https://doi.org/10.1111/rssc.12520.
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Pokern, Yvo, Benjamin Eltzner, Stephan F. Huckemann, Clemens Beeken, JoAnne Stubbe, Igor Tkach, Marina Bennati, and Markus Hiller. "Statistical analysis of ENDOR spectra​." ​Proceedings of the National Academy of Sciences ​118, no. 27 (2021): ​e2023615118​. ​https://doi.org/10.1073/pnas.2023615118.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Huckemann, Stephan F., and Benjamin Eltzner. "Data analysis on nonstandard spaces​." ​Wiley Interdisciplinary Reviews. Computational Statistics (2020): . ​https://doi.org/10.1002/wics.1526.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Telschow, Fabian J.E., Michael R. Pierrynowski, and Stephan F. Huckemann. "Functional inference on rotational curves under sample‐specific group actions and identification of human gait​." ​Scandinavian Journal of Statistics (2020): . ​https://doi.org/10.1111/sjos.12488.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Markert, Karla, Karolin Krehl, Carsten Gottschlich, and Stephan Huckemann. "Detecting anisotropy in fingerprint growth​." ​Journal of the Royal Statistical Society. Series C, Applied Statistics ​68, no. 4 (2019): ​1007​-1027​. ​https://doi.org/10.1111/rssc.12343.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Richter, Robin, Carsten Gottschlich, Lucas Mentch, Duy H. Thai, and Stephan F. Huckemann. "Smudge Noise for Quality Estimation of Fingerprints and its Validation​." ​IEEE Transactions on Information Forensics and Security ​14, no. 8 (2019): ​1963​-1974​. ​https://doi.org/10.1109/TIFS.2018.2889258.
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Eltzner, Benjamin, and Stephan F. Huckemann. "A smeary central limit theorem for manifolds with application to high-dimensional spheres​." ​The Annals of Statistics ​47, no. 6 (2019): ​3360​-3381​. ​https://doi.org/10.1214/18-AOS1781.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Kim, Byungwon, Stephan Huckemann, Jörn Schulz, and Sungkyu Jung. "Small‐sphere distributions for directional data with application to medical imaging​." ​Scandinavian Journal of Statistics ​46, no. 4 (2019): ​1047​-1071​. ​https://doi.org/10.1111/sjos.12381.
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Düring, Bertram, Carsten Gottschlich, Stephan Huckemann, Lisa Maria Kreusser, and Carola-Bibiane Schönlieb. "An anisotropic interaction model for simulating fingerprints​." ​Journal of Mathematical Biology (2019): . ​https://doi.org/10.1007/s00285-019-01338-3.
    ​Details  DOI  PMID  PMC 
  • 2018 | Journal Article | 
    ​ ​Huckemann, Stephan F., and Benjamin Eltzner. "Backward nested descriptors asymptotics with inference on stem cell differentiation​." ​The Annals of Statistics ​46, no. 5 (2018): ​1994​-2019​. ​https://doi.org/10.1214/17-AOS1609.
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Eltzner, Benjamin, Stephan Huckemann, and Kanti V. Mardia. "Torus principal component analysis with applications to RNA structure​." ​The Annals of Applied Statistics ​12, no. 2 (2018): ​1332​-1359​. ​https://doi.org/10.1214/17-AOAS1115.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Imdahl, Christina, Carsten Gottschlich, Stephan Huckemann, and Ken’ichi Ohshika. "Möbius Moduli for Fingerprint Orientation Fields​." ​Journal of Mathematical Imaging and Vision ​60, no. 5 (2017): ​651​-660​. ​https://doi.org/10.1007/s10851-017-0780-y.
    ​Details  DOI 
  • 2017 | Journal Article | 
    ​ ​Benes, Viktor, Jakub Vecera, Benjamin Eltzner, Carina Wollnik, Florian Rehfeldt, Veronika Kralova, and Stephan Huckemann. "ESTIMATION OF PARAMETERS IN A PLANAR SEGMENT PROCESS WITH A BIOLOGICAL APPLICATION​." ​Image Analysis & Stereology ​36, no. 1 (2017): ​25​. ​https://doi.org/10.5566/ias.1627.
    ​Details  DOI 
  • 2016 | Preprint
    ​ ​Telschow, Fabian J. E., Stephan Huckemann, and Michael R. Pierrynowski​. "Functional Inference on Rotational Curves and Identification of Human Gait at the Knee Joint​." ​Preprint, submitted ​​2016. 
    ​Details  arXiv 
  • 2016 | Journal Article
    ​ ​Gottschlich, Carsten, Benjamin Tams, and Stephan Huckemann. "Perfect fingerprint orientation fields by locally adaptive global models​." ​IET Biometrics ​6, no. 3 (2016): ​183​-190​. ​https://doi.org/10.1049/iet-bmt.2016.0087.
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Huckemann, Stephan, Kwang-Rae Kim, Axel Munk, Florian Rehfeldt, Max Sommerfeld, Joachim Weickert, and Carina Wollnik. "The circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation​." ​Bernoulli ​22, no. 4 (2016): ​2113​-2142​. ​https://doi.org/10.3150/15-BEJ722.
    ​Details  DOI  WoS 
  • 2016 | Journal Article | Research Paper
    ​ ​Hartmann, Alexander K., Stephan Huckemann, Jörn Dannemann, Oskar Laitenberger, Claudia Geisler, Alexander Egner, and Axel Munk. "Drift estimation in sparse sequential dynamic imaging, with application to nanoscale fluorescence microscopy​." ​Journal of the Royal Statistical Society: Series B (Statistical Methodology) ​78, no. 3 (2016): ​563​-587​. ​https://doi.org/10.1111/rssb.12128.
    ​Details  DOI  WoS 
  • 2016 | Journal Article | 
    ​ ​Thai, Duy Hoang, Stephan Huckemann, and Carsten Gottschlich. "Filter Design and Performance Evaluation for Fingerprint Image Segmentation​." ​PLOS ONE ​11, no. 5 (2016): ​e0154160​. ​https://doi.org/10.1371/journal.pone.0154160.
    ​Details  DOI 
  • 2015 | Preprint
    ​ ​Eltzner, Benjamin, Stephan Huckemann, and Kanti V. Mardia​. "Torus Principal Component Analysis with an Application to RNA Structures​." ​Preprint, submitted ​​2015. 
    ​Details  arXiv 
  • 2015 | Conference Paper
    ​ ​Eltzner, Benjamin, Sungkyu Jung, and Stephan Huckemann. "Dimension Reduction on Polyspheres with Application to Skeletal Representations​." ​In Geometric science of information, edited by Frank Nielsen. ​22​-29. ​Cham [u.a.]: ​Springer, ​2015. https://doi.org/10.1007/978-3-319-25040-3_3.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Schulz, Jörn, Sungkyu Jung, Stephan Huckemann, Michael Pierrynowski, J. S. Marron, and Stephen M. Pizer. "Analysis of Rotational Deformations From Directional Data​." ​Journal of Computational and Graphical Statistics ​24, no. 2 (2015): ​539​-560​. ​https://doi.org/10.1080/10618600.2014.914947.
    ​Details  DOI 
  • 2015 | Conference Paper
    ​ ​Oehlmann, Lars, Stephan Huckemann, and Carsten Gottschlich. "Performance evaluation of fingerprint orientation field reconstruction methods​." ​In 3rd International Workshop on Biometrics and Forensics (IWBF2015), ​1​-6. ​Piscataway, NJ: ​IEEE, ​2015. https://doi.org/10.1109/iwbf.2015.7110237.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Huckemann, Stephan, Jonathan Mattingly, Ezra Miller, and James Nolen. "Sticky central limit theorems at isolated hyperbolic planar singularities​." ​Electronic Journal of Probability ​20 (2015): ​1​-34​. ​https://doi.org/10.1214/ejp.v20-3887.
    ​Details  DOI 
  • 2015 | Conference Paper
    ​ ​Imdahl, Christina, Stephan Huckemann, and Carsten Gottschlich. "Towards generating realistic synthetic fingerprint images​." ​In ISPA 2015 : 9th International Symposium on Image and Signal Processing and Analysis, Zagreb, Croatia, September 7-9, 2015, edited by S. Lončarić. ​78​-82. ​Piscataway: ​IEEE, ​2015. https://doi.org/10.1109/ispa.2015.7306036.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Hotz, Thomas, and Stephan Huckemann. "Intrinsic means on the circle: uniqueness, locus and asymptotics​." ​Annals of the Institute of Statistical Mathematics ​67, no. 1 (2015): ​177​-193​. ​https://doi.org/10.1007/s10463-013-0444-7.
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Eltzner, Benjamin, Carina Wollnik, Carsten Gottschlich, Stephan Huckemann, and Florian Rehfeldt. "The Filament Sensor for Near Real-Time Detection of Cytoskeletal Fiber Structures​." ​PLOS ONE ​10, no. 5 (2015): ​e0126346​. ​https://doi.org/10.1371/journal.pone.0126346.
    ​Details  DOI  PMID  PMC 
  • 2014 | Book Chapter
    ​ ​Huckemann, Stephan. "(Semi-)Intrinsic Statistical Analysis on Non-Euclidean Spaces​." ​In Advances in Complex Data Modeling and Computational Methods in Statistics, edited by Anna Maria Paganoni, Piercesare Secchi​, 103​-118​. ​​Cham: ​Springer, ​2014. https://doi.org/10.1007/978-3-319-11149-0_7.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Gottschlich, Carsten, and Stephan Huckemann. "Separating the real from the synthetic: minutiae histograms as fingerprints of fingerprints​." ​IET Biometrics ​3, no. 4 (2014): ​291​-301​. ​https://doi.org/10.1049/iet-bmt.2013.0065.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Telschow, Fabian J. E., Stephan Huckemann, and Michael Pierrynowski. "Asymptotics for Object Descriptors​." ​Biometrical Journal ​56, no. 5 (2014): ​781​-785​. ​https://doi.org/10.1002/bimj.201300206.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Skwerer, Sean, Elizabeth Bullitt, Stephan Huckemann, Ezra Miller, Ipek Oguz, Megan Owen, Vic Patrangenaru, Scott Provan, and J. S. Marron. "Tree-Oriented Analysis of Brain Artery Structure​." ​Journal of Mathematical Imaging and Vision ​50, no. 1-2 (2014): ​126​-143​. ​https://doi.org/10.1007/s10851-013-0473-0.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Henke, Michael, Stephan Huckemann, Winfried Kurth, and Branislav Sloboda. "Reconstructing leaf growth based on non-destructive digitizing and low-parametric shape evolution for plant modelling over a growth cycle​." ​Silva Fennica ​48, no. 2 (2014): ​1​-23​. ​https://doi.org/10.14214/sf.1019.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Huckemann, Stephan. "A comment to “Statistics on manifolds and landmark based image analysis: A nonparametric theory with applications”​." ​Journal of Statistical Planning and Inference ​145 (2013): ​33​-36​. ​https://doi.org/10.1016/j.jspi.2013.08.004.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Huckemann, Stephan, and Thomas Hotz. "On Means and Their Asymptotics: Circles and Shape Spaces​." ​Journal of Mathematical Imaging and Vision ​50, no. 1-2 (2013): ​98​-106​. ​https://doi.org/10.1007/s10851-013-0462-3.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Hotz, Thomas, Stephan Huckemann, Huiling Le, J. S. Marron, Jonathan C. Mattingly, Ezra Miller, James Nolen, Megan Owen, Vic Patrangenaru, and Sean Skwerer. "Sticky central limit theorems on open books​." ​The Annals of Applied Probability ​23, no. 6 (2013): ​2238​-2258​. ​https://doi.org/10.1214/12-aap899.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Pizer, Stephen M., Sungkyu Jung, Dibyendusekhar Goswami, Jared Vicory, Xiaojie Zhao, Ritwik Chaudhuri, James N. Damon, Stephan Huckemann, and J. S. Marron. "Nested Sphere Statistics of Skeletal Models​." ​In Innovations for shape analysis, edited by Michael Breuß​, 93​-115​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34141-0_5.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Huckemann, Stephan. "On the meaning of mean shape: manifold stability, locus and the two sample test​." ​Annals of the Institute of Statistical Mathematics ​64, no. 6 (2012): ​1227​-1259​. ​https://doi.org/10.1007/s10463-012-0352-2.
    ​Details  DOI 
  • 2011 | Conference Paper
    ​ ​Huckemann, Stephan. "Manifold stability and the central limit theorem for mean shape​." ​In Proceedings of the 30th Leeds Annual Statistical Research Workshop 5th-7th July, ​2011. 
    ​Details 
  • 2011 | Journal Article
    ​ ​Huckemann, Stephan. "Inference on 3D Procrustes Means: Tree Bole Growth, Rank Deficient Diffusion Tensors and Perturbation Models​." ​Scandinavian Journal of Statistics (2011): . ​https://doi.org/10.1111/j.1467-9469.2010.00724.x.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Huckemann, Stephan. "Intrinsic inference on the mean geodesic of planar shapes and tree discrimination by leaf growth​." ​The Annals of Statistics ​39, no. 2 (2011): ​1098​-1124​. ​https://doi.org/10.1214/10-aos862.
    ​Details  DOI 
  • 2010 | Preprint
    ​ ​Huckemann, Stephan​. "Dynamic shape analysis and comparison of leaf growth​." ​Preprint, submitted ​​2010. 
    ​Details  arXiv 
  • 2010 | Journal Article | Letter Note
    ​ ​Huckemann, Stephan F., Thomas Hotz, and Axel Munk. "Intrinsic Shape Analysis: Geodesic PCA for Riemannian Manifolds Modulo Isometric Lie Group Actions Rejoinder​." ​Statistica Sinica ​20, no. 1 (2010): ​84​-100​. ​
    ​Details  WoS 
  • 2010 | Preprint
    ​ ​Huckemann, Stephan, Thomas Hotz, and Axel Munk​. "Intrinsic shape analysis: Geodesic principal component analysis for Riemannian manifolds modulo Lie group actions. Discussion paper with rejoinder preprint​." ​Preprint, submitted ​​2010. 
    ​Details 
  • 2010 | Conference Paper
    ​ ​Huckemann, Stephan, and Thomas Hotz. "Geodesic and parallel models for leaf shape​." ​In High-throughput Sequencing, Proteins and Statistics, edited by A. Gusnanto, K. V. Mardia, C. J. Fallaize, J. Voss. ​39​-43. ​Leeds: ​Department of Statistics, University of Leeds, ​2010. 
    ​Details 
  • 2010 | Journal Article
    ​ ​Hotz, Thomas, Stephan Huckemann, Axel Munk, D. Gaffrey, and Branislav Sloboda. "Shape spaces for prealigned star-shaped objects-studying the growth of plants by principal components analysis​." ​Journal of the Royal Statistical Society. Series C, Applied Statistics ​59 (2010): ​127​-143​. ​
    ​Details  WoS 
  • 2010 | Journal Article | Research Paper | 
    ​ ​Huckemann, Stephan, Peter T. Kim, Ja-Yong Koo, and Axel Munk. "Moebius deconvolution on the hyperbolic plane with application to impedance density estimation​." ​Annals of statistics ​38, no. 4 (2010): ​2465​-2498​. ​https://doi.org/10.1214/09-AOS783.
    ​Details  DOI  WoS 
  • 2010 | Journal Article | 
    ​ ​Huckemann, Stephan, Thomas Hotz, and Axel Munk. "Rejoinder - Intrinsic shape analysis: Geodesic PCA for Riemannian manifolds modulo isometric lie group actions​." ​Statistica Sinica ​20 (2010): ​84​-100​. ​
    ​Details 
  • 2010 | Journal Article | 
    ​ ​Huckemann, Stephan, Thomas Hotz, and Axel Munk. "Intrinsic shape analysis: Geodesic PCA for Riemannian manifolds modulo isometric lie group actions​." ​Statistica Sinica ​20 (2010): ​1​-100​. ​
    ​Details 
  • 2010 | Journal Article | Research Paper
    ​ ​Huckemann, Stephan, Thomas Hotz, and Axel Munk. "Intrinsic MANOVA for Riemannian Manifolds with an Application to Kendall's Space of Planar Shapes​." ​IEEE Transactions on Pattern Analysis and Machine Intelligence ​32, no. 4 (2010): ​593​-603​. ​https://doi.org/10.1109/TPAMI.2009.117.
    ​Details  DOI  PMID  PMC  WoS 
  • 2009 | Journal Article
    ​ ​Hotz, Thomas, Stephan Huckemann, Axel Munk, D. Gaffrey, and Branislav Sloboda. "Shape spaces for prealigned star-shaped objects-studying the growth of plants by principal components analysis​." ​Journal of the Royal Statistical Society. Series C, Applied Statistics ​59, no. 1 (2009): ​127​-143​. ​https://doi.org/10.1111/j.1467-9876.2009.683.x.
    ​Details  DOI 
  • 2009 | Conference Paper
    ​ ​Huckemann, Stephan, and Axel Munk. "Intrinsic two-way MANOVA for shape spaces​." ​In Proceedings of the ISI 2009, ​2009. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Huckemann, Stephan, and Thomas Hotz. "Principal component geodesics for planar shape spaces​." ​Journal of Multivariate Analysis ​100, no. 4 (2008): ​699​-714​. ​https://doi.org/10.1016/j.jmva.2008.08.008.
    ​Details  DOI 
  • 2008 | Journal Article | Research Paper
    ​ ​Huckemann, Stephan, Thomas Hotz, and Axel Munk. "Global models for the orientation field of fingerprints: An approach based on quadratic differentials​." ​IEEE Transactions on Pattern Analysis and Machine Intelligence ​30, no. 9 (2008): ​1507​-1519​. ​https://doi.org/10.1109/TPAMI.2007.70826.
    ​Details  DOI  PMID  PMC  WoS 
  • 2007 | Journal Article
    ​ ​Huckemann, Stephan. "On the crossingpoint of green's function of an annulus​." ​Complex Variables and Elliptic Equations ​8, no. 3 (2007): ​281​-291​. ​https://doi.org/10.1080/17476938708814238.
    ​Details  DOI 
  • 2006 | Journal Article
    ​ ​Huckemann, Stephan, and Herbert Ziezold. "Principal component analysis for Riemannian manifolds, with an application to triangular shape spaces​." ​Advances in Applied Probability ​38, no. 2 (2006): ​299​-319​. ​https://doi.org/10.1239/aap/1151337073.
    ​Details  DOI 
  • 1988 | Book Chapter
    ​ ​Huckemann, Stephan. "Ein Extremalproblem für das harmonische Maß einer Familie von Extremalkontinua im Einheitskreis​." ​In Ein Extremalproblem für das harmonische Maß einer Familie von Kontinua im Einheitskreis, 1​-64​. ​​Giessen: ​Selbstverl. d. Mathem. Inst. Giessen, ​1988. 
    ​Details 
  • 1985 | Book Chapter
    ​ ​Huckemann, Stephan. "Spezielle Radialschlitzgebiete von festem Modul​." ​In Über zufällig verteilte Gitterpunkte und ein Analogon zum klassischen Ellipsoidproblem, 11​-23​. ​​Giessen: ​Selbstverl. d. Mathemat. Instituts Giessen, ​1985. 
    ​Details 

Publication List

All Articles (Book & Journal) Conference objects Books & Book chapters Book chapters & Review Articles & Preprints Papers (Journal & Conference)

Type

Subtype

Date issued

Author

Project

Peer-Reviewed

Organization

Language

Fulltext

Options

Citation Style

GRO View APA Chicago MLA Vancouver
https://publications.goettingen-research-online.de URI: /cris/rp/rp00049
ID: 0000000
PREF: chicago TOKEN:

0

Sort

Issue Date
ASC DESC
Title
ASC DESC

Embed

JavaScript
Link

Export

Activate Export Mode
Deactivate Export Mode

Select some or all items (max. 800 for CSV/Excel) from the publications list, then choose an export format below.