Selected Publications

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Author [ Title(Desc)] Type Year
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M
D. I. Kosmopoulos and Makedon, F., “A method for online analysis of structured processes using bayesian filters and echo state networks”, Proceedings of the 12th European Conference on Computer Vision - Volume Part III. Springer-Verlag, Florence - Italy, pp. 71-80, 2012.PDF icon eccv2012.pdf (313.22 KB)
A. Gkillas, Kosmopoulos, D., Constantinopoulos, C., Ampeliotis, D., and Berberidis, K., “A Method for Recovering Near Infrared Information from RGB Measurements with Application in Precision Agriculture”, European Signal Processing Conference. IEEE, pp. 616-620, 2021.PDF icon Eusipco2021.pdf (1.66 MB)
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)
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)
P. S. Georgantopoulos, Papadimitriou, D., Constantinopoulos, C., Manios, T., Daliakopoulos, I. N., and Kosmopoulos, D., “A Multispectral Dataset for the Detection of Tuta absoluta and Leveillula taurica in Tomato Plants”, Smart Agricultural Technology, p. 100146, 2022.PDF icon ATECH_2022.pdf (386.37 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)
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V. Metsis, Kosmopoulos, D., Athitsos, V., and Makedon, F., “Non-invasive analysis of sleep patterns via multimodal sensor input”, Personal and Ubiquitous Computing, vol. 18, no. 1, pp. 19-26, 2014.PDF icon puc12.pdf (1003.92 KB)
S. P. Chatzis and Kosmopoulos, D. I., “A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis”, International Conference on Computer Vision. 2015.PDF icon iccv2015.pdf (352.41 KB)
S. Chatzis, Kosmopoulos, D., and Papadourakis, G., “A Nonstationary Hidden Markov ModelWith Approximately Infinitely-Long Time-Dependencies”, International Symposium on Visual Computing, vol. II. pp. 51-62, 2014.PDF icon isvc.pdf (1.63 MB)
S. P. Chatzis and Kosmopoulos, D. I., “A Non-Stationary Infinite Partially Observable Markov Decision Process”, International Conference on Artificial Neural Networks. 2014.PDF icon pomdp.pdf (110.83 KB)

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