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Durham University

Email and Telephone Directory

Staff Profile

Ian Hyla Jermyn, PhD New York University

Professor, Statistics in the Department of Mathematical Sciences
Telephone: +44 (0) 191 33 43106
Room number: CM303

Contact Ian Hyla Jermyn (email at i.h.jermyn@durham.ac.uk)

Research Groups

Department of Mathematical Sciences

  • Applied Mathematics: Biomathematics
  • Probability & Statistics: Statistics
  • Probability and Statistics

Research Interests

  • Statistical modelling of shape and geometric structure
  • Computer vision, image processing, and other applications
  • Bayesian statistics

Publications

Authored book

  • Jermyn, Ian H, Kurtek, Sebastian, Laga, Hamid & Srivastava, Anuj (2017). Elastic Shape Analysis of Three-Dimensional Objects. Morgan \& Claypool.

Chapter in book

  • Kurtek, S., Jermyn, I. H., Xie, Q. & Klassen, E. (2016). Elastic shape analysis of surfaces and images. In Riemannian Computing in Computer Vision. Turaga, Pavan K. & Srivastava, Anuj Springer. 257-277.
  • Jermyn, Ian H. (2013). Shape as an emergent property. In Shape Perception in Human and Computer Vision: An Interdisciplinary Perspective. Dickinson, S. J. & Pizlo, Z. London: Springer. 187-199.
  • X. Descombes & I.H. Jermyn (2010). Detection and recognition of a collection of objects in a scene. In Inverse Problems in Vision and 3D Tomography. A. Mohammad-Djafari ISTE, Wiley.

Journal Article

  • Laga, Hamid, Xie, Qian, Jermyn, Ian H. & Srivastava, Anuj (2017). Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 39(12): 2451-2464.
  • Molnar, Csaba, Jermyn, Ian H., Kato, Zoltan, Rahkama, Vesa, Östling, Päivi, Mikkonen, Piia, Pietiäinen, Vilja & Horvath, Peter (2016). Accurate Morphology Preserving Segmentation of Overlapping Cells based on Active Contours. Scientific Reports 6: 32412.
  • Kulikova, M.S., Jermyn, I.H., Descombes, X., Zhizhina, E. & Zerubia, J. (2011). A marked point process model including strong prior shape information applied to multiple object extraction from images. International Journal of Computer Vision and Image Processing 1(2): 1-12.
  • Srivastava, A., Klassen, E., Joshi, S.H. & Jermyn, I.H. (2011). Shape analysis of elastic curves in Euclidean spaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 33(7): 1415-1428.
  • Peng, T., Jermyn, I.H., Prinet, V. & Zerubia, J. (2010). Extended phase field higher-order active contour models for networks. International Journal of Computer Vision 88(1): 111-128.
  • Horváth, P., Jermyn, I.H., Kato, Z. & Zerubia, J. (2009). A higher-order active contour model of a `gas of circles' and its application to tree crown extraction. Pattern Recognition 42(5): 699-709.
  • Srivastava, A. & Jermyn, I.H. (2009). Looking for shapes in two-dimensional, cluttered point clouds. IEEE Transactions on Pattern Analysis and Machine Intelligence 31(9): 1616-1629.
  • Peng, T., Jermyn, I.H., Prinet, V. & Zerubia, J. (2008). Incorporating generic and specific prior knowledge in a multiscale phase field model for road extraction from VHR images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1(2): 139-146.

Conference Paper

  • Dasgupta, Sutanoy, Pati, Debdeep, Jermyn, Ian H. & Srivastava, Anuj (2018), Shape-constrained and unconstrained density estimation using geometric exploration, IEEE Statistical Signal Processing Workshop (SSP). Freiburg, Germany, IEEE, Piscataway, 358-362.
  • Laga, Hamid, Jermyn, Ian H., Kurtek, Sebastian & Srivastava, Anuj (2017), Elastic 3D shape analysis using square-root normal field representation, 56th IEEE Conference on Decision and Control. Melbourne, Australia, IEEE, Piscataway, 2711-2717.
  • Xie, Qian, Jermyn, Ian, Kurtek, Sebastian & Srivastava, Anuj (2014), Numerical inversion of SRNFs for efficient elastic shape analysis of star-shaped objects, in Fleet, D., Pajdla, T., Schiele, B. & Tuytelaars, T. eds, Lecture Notes in Computer Science 8693: 13th European Conference on Computer Vision (ECCV 2014). Zurich, Springer International Publishing, Cham, 485-499.
  • Molnar, C., Kato, Z. & Jermyn, I. (2012), A multi-layer phase field model for extracting multiple near-circular objects, 21st International Conference on Pattern Recognition (ICPR2012). Tsukuba, Japan, IEEE, Piscataway, 1427-1430.
  • Hewett, Russell J., Jermyn, Ian, Heath, Michael T. & Kamalabadi, Farzad (2012), A phase field method for tomographic reconstruction from limited data, in Bowden, Richard, Collomosse, John & Mikolajczyk, Krystian eds, British Machine Vision Conference 2012 (BMVC). Guildford, Surrey, BMVA Press, Guildford, Surrey, 1-11.
  • Jermyn, Ian H., Kurtek, Sebastian, Klassen, Eric & Srivastava, Anuj (2012), Elastic shape matching of parameterized surfaces using square root normal fields, in Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. eds, Lecture Notes in Computer Science 7576: 12th European Conference on Computer Vision (ECCV). Florence, Italy, Springer, Berlin, Heidelberg, 804-817.
  • Nemeth, J., Kato, Z. & Jermyn, I.H. (2011), A multi-layer `gas of circles' Markov random field model for the extraction of overlapping near-circular objects, in Blanc-Talon, Jacques, Kleihorst, Richard, Philips, Wilfried, Popescu, Dan & Scheunders, Paul eds, Lecture Notes in Computer Science 8192: 13th International Conference Advanced Concepts for Intelligent Vision Systems (ACIVS 2011). Ghent, Springer, Heidelberg, 171-182.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2010), A theoretical and numerical study of a phase field higher-order active contour model of directed networks, in Kimmel, Ron, Klette, Reinhard & Sugimoto, Akihiro eds, Lecture Notes in Computer Science 6493: 10th Asian Conference on Computer Vision. Queenstown, Springer, Heidelberg, 647-659.
  • Kulikova, M.S., Jermyn, I.H., Descombes, X., Zhizhina, E. & Zerubia, J. (2010), Extraction of arbitrarily shaped objects using stochastic multiple birth-and-death dynamics and active contours, in Bouman, C.A., Pollak, I. & Wolfe, P.J. eds, Proceedings of SPIE 7533: SPIE Conference on Electronic Imaging. San Jose, USA, SPIE, Bellingham, WA, 753306.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2010), Segmentation of networks from VHR remote sensing images using a directed phase field HOAC model, in Paparoditis, N., PierrotDeseilligny, M., Mallet, E. & Tournaire, O. eds, 38: ISPRS-Technical-Commission III Symposium on Photogrammetric Computer Vision and Image Analysis (PCV). Saint Mande, International Society for Photogrammetry and Remote Sensing (ISPRS), Lemmer, 215-220.
  • Kulikova, M.S., Jermyn, I.H., Descombes, X., Zhizhina, E. & Zerubia, J. (2009), A marked point process model with strong prior shape information for extraction of multiple, arbitrarily-shaped objects, in Yetongnon, Kokou, Chbeir, Richard & Dipanda, Albert eds, Fifth International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2009. Marrakesh, IEEE, Piscataway, NJ, 180-186.
  • Blaskovics, T., Kato, Z. & Jermyn, I.H. (2009), A Markov random field model for extracting near-circular shapes, 16th IEEE International Conference on Image Processing (ICIP) 2009. Cairo, IEEE, Piscataway, NJ, 1073-1076.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2009), A phase field higher-order active contour model of directed networks, 2009 IEEE 12th International Conference on Computer Vision Workshops (Non-Rigid Shape Analysis and Deformable Image Alignment). Kyoto, IEEE, Piscataway, NJ, 398-404.
  • Srivastava, A. & Jermyn, I.H. (2009), Bayesian classification of shapes hidden in point cloud data, IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009 (DSP/SPE 2009). Marco Island, USA, IEEE, Piscataway, NJ, 359-364.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2009), Inflection point model under phase field higher-order active contours for network extraction from VHR satellite images, 17th European Signal Processing Conference 2009. Glasgow, Scotland, IEEE, Piscataway, NJ, 607-611.
  • Sigelle, M., Jermyn, I. H., Perreau, S. & Jayasuriya, A. (2009), Lattice Green functions and diffusion for modelling traffic routing in ad hoc networks, 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2009. WiOPT 2009. Seoul, IEEE, Piscataway, NJ, 1-5.
  • Blaskovics, t., Jermyn, I.H. & Kato, Z. (2009), Segmentation of Circular Objects using Markov Random Fields. = Kör alakú objektumok szegmentálása Markov mezõ segítségével, in Sziranyi, Tamas & Chetverikov, Dmitrij eds, 8th Conference of the Hungarian Association for Image Analysis and Pattern Recognition (KEPAF). Budapest, Hungary, Budapest.
  • Peng, T., Jermyn, I.H., Prinet, V. & Zerubia, J. (2008), An extended phase field higher-order active contour model for networks and its application to road network extraction from VHR satellite images, in Forsyth, D., Torr, P. & Zisserman, A. eds, Lecture Notes in Computer Science 5304: 10th European Conference on Computer Vision,. Marseille, Springer, Marseille, 509-520.
  • Peng, T., Jermyn, I.H., Prinet, V. & Zerubia, J. (2008), Extraction of main and secondary roads in VHR images using a higher-order phase field model, in Chen, Jun, Jiang, Jie & Förstner, Wolfgang eds, XXXVII: XXIst ISPRS Congress Technical Commission III. Beijing, International Society for Photogrammetry and Remote Sensing, Hannover, 215-222.
  • Bhattacharya, A., Roux, M., Maitre, H., Jermyn, I.H., Descombes, X. & Zerubia, J. (2008), Indexing of mid-resolution satellite images with structural attributes, in Jun, Chen, Jie, Jiang & Nayak, Shailesh eds, XXXVII: XXIst ISPRS Congress, Technical Commission IVational Society for Photogrammetry and Remote Sensing (ISPRS). Beijing, International Society for Photogrammetry and Remote Sensing, Hannover, 187-192.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2008), Phase diagram of a higher-order active contour energy: the case of a long bar, Reconnaissance des formes et Intelligence Artificielle. Amiens, France, Amiens.
  • El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2008), Phase diagram of a long bar under a higher-order active contour energy: application to hydrographic network extraction from VHR satellite images, 19th International Conference on Pattern Recognition. Tampa, Florida, IEEE, Piscataway, NJ, 1-4.
  • Jermyn, Ian H. (2008), Phase field higher-order active contours for object extraction from remote sensing images, European Space Agency/European Union Satellite Centre Conference on Image Information Mining. Madrid, Spain, Madrid.

Media Contacts

Available for media contact about:

  • Statistics: Extracting information from images using statistical methods.
  • Computers: Extracting information from images using statistical methods.

Supervises