Selected Publications

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G
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)
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)
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)
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
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.
N. D. Doulamis, Doulamis, A. D., and Kosmopoulos, D., “Content-based decomposition of gesture videos”, Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on. pp. 319-324, 2005.PDF icon icip05.pdf (334.71 KB)
A. D. Doulamis, Kosmopoulos, D., and Doulamis, N. D., “Content-Based Time Sampling for Efficient Video Delivery over Networks of Low and Variable Bandwidth”, Digital Telecommunications, , 2006. ICDT '06. International Conference on. 2006.
P. Doliotis, Athitsos, V., Kosmopoulos, D. I., and Perantonis, S. J., “Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame.”, in International Symposium on Visual Computing (ISVC), 2012.PDF icon isvc2012.pdf (232.73 KB)
C
S. P. Chatzis, Kosmopoulos, D., and Varvarigou, T. A., “Signal Modeling and Classification Using a Robust Latent Space Model Based on t Distributions”, Signal Processing, IEEE Transactions on, vol. 56, pp. 949 -963, 2008.PDF icon ieee-t-sp07.pdf (219.44 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)

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