Staff

Dr Ian Jermyn

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

Research Groups

• Statistics
• Statistics and Probability Group

Publications

Journal papers: academic

• 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.
• A. Srivastava, E. Klassen, S.H. Joshi & I.H. Jermyn (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.
• Horvath, 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.

Edited works: contributions

• 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.
• Descombes, X., Jermyn, I.H. & Zerubia, J. (2009). Détection d'objets dans une scène. In Problèmes inverses en imagerie et en vision. A. Mohammad-Djafari Hermes. 167-204.

Edited works: conference proceedings

• 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. Proc. Advanced Concepts for Intelligent Vision Systems, Ghent, Belgium.
• 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. Proc. Asian Conference on Computer Vision.
• 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. Proc. SPIE Conference on Electronic Imaging, San Jose, USA.
• El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2010). Segmentation of networks from VHR remote sensing images using a directed phase field HOAC model. Proc. International Society for Photogrammetry and Remote Sensing (ISPRS).
• 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. Proc. International Conference on Signal-Image Technology and Internet-Based Systems, Marrakesh, Morocco.
• Blaskovics, T., Kato, Z. & Jermyn, I.H. (2009). A Markov random field model for extracting near-circular shapes. Proc. IEEE International Conference on Image Processing (ICIP), Cairo, Egypt.
• El Ghoul, A., Jermyn, I.H. & Zerubia, J. (2009). A phase field higher-order active contour model of directed networks. Proc. IEEE Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, at ICCV, Kyoto, Japan.
• A. Srivastava & I.H. Jermyn (2009). Bayesian classification of shapes hidden in point cloud data. Proc. IEEE Digital Signal Processing Workshop, Marco Island, USA.
• 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. Proc. European Signal Processing Conference (EUSIPCO), Glasgow, Scotland.
• T. Blaskovics, I.H. Jermyn & Z. Kato (2009). Segmentation of Circular Objects using Markov Random Fields. Proc. Conference of the Hungarian Association for Image Analysis and Pattern Recognition (KEPAF), Budapest, Hungary.
• 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. Proc. European Conference on Computer Vision (ECCV), Marseille, France.
• T. Peng, I.H. Jermyn, V. Prinet & J. Zerubia (2008). Extraction of main and secondary roads in VHR images using a higher-order phase field model. Proc. International Society for Photogrammetry and Remote Sensing (ISPRS), Beijing, China.
• Bhattacharya, A., Roux, M., Maitre, H., Jermyn, I.H., Descombes, X. & Zerubia, J. (2008). Indexing of mid-resolution satellite images with structural attributes. Proc. International Society for Photogrammetry and Remote Sensing (ISPRS), Beijing, China.
• A. El Ghoul, I.H. Jermyn & J. Zerubia (2008). Phase diagram of a higher-order active contour energy: the case of a long bar. Proc. Reconnaissance des formes et Intelligence Artificielle, Amiens, France.
• 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. Proc. International Conference on Pattern Recognition (ICPR), Tampa, Florida.
• Ian H. Jermyn (2008). Phase field higher-order active contours for object extraction from remote sensing images. Proc. European Space Agency/European Union Satellite Centre Conference on Image Information Mining, Madrid, Spain.