Overview
Ioannis Kaloskampis is a Research Associate at Cardiff University working on Anomaly Detection in video. He obtained his MEng degree in Civil Engineering from National Technical University of Athens in 2007 and his MSc in Computer Science from University of Bristol in 2009, specialising in Visual Biometrics. Between 2009 and 2013 he worked in the area of Analysis of Complex Human Behaviours in Video for a PhD award at Cardiff University.
His research interests are in Visual Surveillance, Biometric Profiling, Behaviour Analysis using Pattern Recognition and Machine Learning techniques and Human-Computer Interaction.
Publications
2018
2015
- Mohammad, M. A., Kaloskampis, I., Hicks, Y. A. and Setchi, R. 2015. Ontology-based framework for risk assessment in road scenes using videos. Presented at: 19th Annual Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2015), Singapore, 7-9 September 2015Procedia Computer Science, Vol. 60. Elsevier pp. 1532-1541., (10.1016/j.procs.2015.08.300)
- Mohammad, M. A., Kaloskampis, I. and Hicks, Y. 2015. Evolving GMMs for road-type classification. Presented at: 2015 IEEE International Conference on Industrial Technology (ICIT), Seville, Spain, 17-19 March 2015Industrial Technology (ICIT), 2015 IEEE International Conference on. IEEE pp. 1670-1673., (10.1109/ICIT.2015.7125337)
- Mohammad, M. A., Kaloskampis, I. and Hicks, Y. A. 2015. New method for evaluation of video segmentation quality. Presented at: International Conference on Computer Vision Theory and Applications (VISAPP 2015), Berlin, Germany, 11-14 March 2015. pp. -., (10.5220/0005306205230530)
2014
2013
2011
- Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Automatic analysis of composite activities in video sequences using Key Action Discovery and hierarchical graphical models. Presented at: 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, 6-13 November 2011Proceedings of the 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). Los Alamitos, CA: IEEE pp. 890-897., (10.1109/ICCVW.2011.6130346)
- Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Analysing engineering tasks using a hybrid machine vision and knowledge based system application. Presented at: 12th IAPR Conference on Machine Vision Applications (MVA 2011), Nara, Japan, 13-15 June 2011Proceedings of the 12th IAPR Conference on Machine Vision Applications MVA 2011. Tokyo, Japan: MVA Organisation pp. 495-498.
- Kaloskampis, I., Hicks, Y. A. and Marshall, D. 2011. Reinforcing conceptual engineering design with a hybrid computer vision, machine learning and knowledge based system framework. Presented at: IEEE International Conference on Systems, Man, and Cybernetics, Anchorage, Alaska, USA, 9-12 October 2011IEEE SMC 2011 International Conference on Systems, Man and Cybernetics October 9-12, 2011 : Anchorage Alaska USA : Conference proceedings. Piscataway, N.J.: IEEE pp. 3242-3249., (10.1109/ICSMC.2011.6084169)
2009
Articles
Conferences
- Mohammad, M. A., Kaloskampis, I., Hicks, Y. A. and Setchi, R. 2015. Ontology-based framework for risk assessment in road scenes using videos. Presented at: 19th Annual Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2015), Singapore, 7-9 September 2015Procedia Computer Science, Vol. 60. Elsevier pp. 1532-1541., (10.1016/j.procs.2015.08.300)
- Mohammad, M. A., Kaloskampis, I. and Hicks, Y. 2015. Evolving GMMs for road-type classification. Presented at: 2015 IEEE International Conference on Industrial Technology (ICIT), Seville, Spain, 17-19 March 2015Industrial Technology (ICIT), 2015 IEEE International Conference on. IEEE pp. 1670-1673., (10.1109/ICIT.2015.7125337)
- Mohammad, M. A., Kaloskampis, I. and Hicks, Y. A. 2015. New method for evaluation of video segmentation quality. Presented at: International Conference on Computer Vision Theory and Applications (VISAPP 2015), Berlin, Germany, 11-14 March 2015. pp. -., (10.5220/0005306205230530)
- Kaloskampis, I. and Hicks, Y. A. 2014. Estimating adaptive coefficients of evolving GMMs for online video segmentation. Presented at: 6th International Symposium on Communications, Control and Signal Processing, Athens, Greece, 21-23 May 20142014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP). Picastaway, NY: IEEE pp. 513-516., (10.1109/ISCCSP.2014.6877925)
- Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Automatic analysis of composite activities in video sequences using Key Action Discovery and hierarchical graphical models. Presented at: 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, 6-13 November 2011Proceedings of the 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). Los Alamitos, CA: IEEE pp. 890-897., (10.1109/ICCVW.2011.6130346)
- Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Analysing engineering tasks using a hybrid machine vision and knowledge based system application. Presented at: 12th IAPR Conference on Machine Vision Applications (MVA 2011), Nara, Japan, 13-15 June 2011Proceedings of the 12th IAPR Conference on Machine Vision Applications MVA 2011. Tokyo, Japan: MVA Organisation pp. 495-498.
- Kaloskampis, I., Hicks, Y. A. and Marshall, D. 2011. Reinforcing conceptual engineering design with a hybrid computer vision, machine learning and knowledge based system framework. Presented at: IEEE International Conference on Systems, Man, and Cybernetics, Anchorage, Alaska, USA, 9-12 October 2011IEEE SMC 2011 International Conference on Systems, Man and Cybernetics October 9-12, 2011 : Anchorage Alaska USA : Conference proceedings. Piscataway, N.J.: IEEE pp. 3242-3249., (10.1109/ICSMC.2011.6084169)
- Kaloskampis, I. and Burghardt, T. 2009. Towards automated visual identification of great whites using biometric computer vision. Presented at: International White Shark Symposium (IWSS), Honolulu, Hawaii, USA, 7-10 February 2010.
Thesis
Contracts
Supervised Students
Supervision
Past projects