Selected Publications

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A
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)
C
A. Gkillas, Kosmopoulos, D., and Berberidis, K., “Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture”, Computers and Electronics in Agriculture, vol. 209, no. 107833, 2023.PDF icon NIR-COMPELAG-2023.pdf (3.97 MB)
A. Gkillas and Kosmopoulos, D., “A cross-domain recommender system using deep coupled autoencoders”, arXiv:2112.07617v1 [cs.IR] vol., 2021.PDF icon 2112.07617.pdf (479.7 KB)
M
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)
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)
O
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)
R
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.
V
T. Giannakopoulos, Kosmopoulos, D., Aristidou, A., and Theodoridis, S., “Violence content classification using audio features”, in Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence, Berlin, Heidelberg, 2006.PDF icon setn06.pdf (236.15 KB)