Selected Publications

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2011
S. P. Chatzis and Kosmopoulos, D., “A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures”, Pattern Recognition, vol. 44, no. 2, pp. 295 - 306, 2011.PDF icon pat-rec-10.pdf (919.11 KB)
A. S. Voulodimos, Doulamis, A. D., Kosmopoulos, D., and Varvarigou, T. A., “Video summarization guiding evaluative rectification for industrial activity recognition”, Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on. pp. 950-957, 2011.PDF icon 2011-Summarization-ICCV.pdf (7.41 MB)
2010
T. Giannakopoulos, Makris, A., Kosmopoulos, D. I., Perantonis, S. J., and Theodoridis, S., “Audio-Visual Fusion for Detecting Violent Scenes in Videos”, in Artificial Intelligence: Theories, Models and Applications, 6th Hellenic Conference on AI, SETN 2010, Athens, Greece, May 4-7, 2010. Proceedings, 2010.PDF icon setn2010.pdf (254.42 KB)
N. D. Doulamis, Voulodimos, A. S., Kosmopoulos, D., and Varvarigou, T. A., “Enhanced Human Behavior Recognition using HMM and Evaluative Rectification”, ACM Multimedia, ARTEMIS Workshop. 2010.
I. Valavanis and Kosmopoulos, D., “Multiclass defect detection and classification in weld radiographic images using geometric and texture features”, Expert Systems with Applications, vol. 37, no. 12, pp. 7606 - 7614, 2010.PDF icon eswa10.pdf (615.31 KB)
D. Kosmopoulos, Voulodimos, A. S., and Varvarigou, T. A., “Robust human behavior modeling from multiple cameras”, Pattern Recognition (ICPR), 20th International Conference on. pp. 3575-3578, 2010.PDF icon icpr_10.pdf (273.8 KB)
D. Kosmopoulos and Chatzis, S. P., “Robust Visual Behavior Recognition”, Signal Processing Magazine, IEEE, vol. 27, no. 5, pp. 34-45, 2010.PDF icon spm_2010.pdf (2.81 MB)
A. Voulodimos, Grabner, H., Kosmopoulos, D., Van Gool, L., and Varvarigou, T. A., “Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models”, International Conference on Artificial Neural Networks, vol. 1. pp. 551-560, 2010.
2009
P. Antonakaki, Kosmopoulos, D., and Perantonis, S. J., “Detecting abnormal human behaviour using multiple cameras”, Signal Processing, vol. 89, no. 9, pp. 1723 - 1738, 2009.PDF icon sp09.pdf (711.81 KB)
A. L. Kesidis and Kosmopoulos, D. I., “Robust Occlusion Handling with Multiple Cameras using a Homography Constraint”, Fourth International Conference on Computer Vision Theory and Applications, vol. 2. INSTICC Press, Lisboa, Portugal, pp. 560-565, 2009.PDF icon Visapp09.pdf (222.11 KB)

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