Selected Publications

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Author Title Type [ Year(Asc)]
Filters: Author is Dimitrios Kosmopoulos  [Clear All Filters]
2021
N. Poulopoulos, Psarakis, E. Z., and Kosmopoulos, D., “PupilTAN: A Few-Shot Adversarial Pupil Localizer”, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, GAZE 2021: Gaze Estimation and Prediction in the Wild . BEST PAPER AWARD, pp. 3134-3142, 2021.PDF icon CVPRW2021.pdf (1.84 MB)
K. Blekos and Kosmopoulos, D., “A Quantum 3D Convolutional Neural Network with Application in Video Classification”, International Symposium on Visual Computing, LNCS 13017 vol. pp. 601-612, 2021.PDF icon Q3DCNN-isvc2021.pdf (384.73 KB)
A. Voskou, Panousis, K., Kosmopoulos, D., Metaxas, D., and Chatzis, S., “Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation”, Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 11946-11955, 2021.PDF icon ICCV_2021.pdf (690.84 KB)
2017
D. Kosmopoulos, Papoutsakis, K., and Argyros, A., “A framework for online segmentation and classification of modeled actions performed in the context of unmodeled ones”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 12, pp. 2578-2590, 2017.PDF icon csvt2016.pdf (3.96 MB)
2015
S. Chatzis and Kosmopoulos, D., “A Latent Manifold Markovian Dynamics Gaussian Process”, Neural Networks and Learning Systems, IEEE Transactions on, vol. 26, no. 1, pp. 70-83, 2015.PDF icon TNNLS2311073.pdf (666.5 KB)
2014
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. 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)
D. Kosmopoulos, Papoutsakis, K., and Argyros, A., “Online segmentation and classification of modeled actions performed in the context of unmodeled ones”, British Machine Vision Conference. 2014.PDF icon bmvc_final.pdf (646.31 KB)
2013
K. Papoutsakis, Panteleris, P., Ntelidakis, A., Stefanou, S., Zabulis, X., Kosmopoulos, D., and Argyros, A., “Developing visual competencies for socially assistive robots: the HOBBIT approach”, 6th International Conference on Pervasive Technologies for Assistive Environments. 2013.PDF icon petra13_final.pdf (701.31 KB)
D. Kosmopoulos, Maglogiannis, I., and Makedon, F., “Robust offline topological map estimation using visual loop closures”, 6th International Conference on Pervasive Technoogies for Assistive Environments. 2013.PDF icon petra13.pdf (658.23 KB)

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