Selected Publications

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2011
A. Voulodimos, Kosmopoulos, D., Vasileiou, G., Sardis, E., Doulamis, A. D., Anagnostopoulos, V., Lalos, C., and Varvarigou, T. A., “A Dataset for Workflow Recognition in Industrial Scenes”, IEEE International Conference on Image Processing. pp. 3310-3313, 2011.PDF icon icip10.pdf (765.17 KB)
T. Perperis, Giannakopoulos, T., Makris, A., Kosmopoulos, D., Tsekeridou, S., Perantonis, S. J., and Theodoridis, S., “Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies”, Expert Systems with Applications, vol. 38, no. 11, pp. 14102 - 14116, 2011.PDF icon eswa11.pdf (819.99 KB)
D. Kosmopoulos, “Multiview Behavior Monitoring for Assistive Environments”, Universal Access in the Information Society, vol. 10, no. 2, pp. 115-123, 2011.PDF icon UAIS10.pdf (194.34 KB)
A. Voulodimos, Kosmopoulos, D., Veres, G., Grabner, H., Van Gool, L., and Varvarigou, T. A., “Online classification of visual tasks for industrial workflow monitoring”, Neural Networks, vol. 24, no. 8, pp. 852–860, 2011.PDF icon nn10.pdf (2.02 MB)
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
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.
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.

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