Selected Publications

Export 78 results:
Author Title Type [ Year(Asc)]
2020
H. Partaourides, Voskou, A., Kosmopoulos, D., Chatzis, S., and Metaxas, D. N., “Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation”, International Symposium on Visual Computing. Springer International Publishing, Cham, pp. 251-262, 2020.
2019
N. Arvanitis, Constantinopoulos, C., and Kosmopoulos, D., “Translation of Sign Language Glosses to Text Using Sequence-to-Sequence Attention Models”, The 15th International Conference on Signal Image Technology & Internet based Systems - SITIS. 2019.PDF icon sitis2019.pdf (240.54 KB)
2018
D. G. Vidakis and Kosmopoulos, D. I., “Facilitation of Air Traffic Control via OCR-based Aircraft Registration Number Extraction”, IET Intelligent Transportation Systems, vol. 12, no. 8, pp. 965-975, 2018.PDF icon ITS2018.pdf (985.66 KB)
D. I. Kosmopoulos, “A Prototype Towards Modeling Visual Data Using Decentralized Generative Adversarial Networks”, IEEE International Conference on Image Processing. 2018.PDF icon icip2018.pdf (633.82 KB)
D. I. Kosmopoulos and Styliaras, G., “A Survey on Developing Personalized Content Services in Museums”, Pervasive and Mobile Computing, vol. 47, pp. 54-77, 2018.PDF icon PMC2018.pdf (7.02 MB)
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)
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)
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)

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