Selected Publications

Export 75 results:
Author Title Type [ Year(Desc)]
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)
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)
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)
K. Papavasileiou, Owens, G., and Kosmopoulos, D., A Dataset of Mycenaean Linear B Sequences, Language Resources and Evaluation Conference - LREC. pp. 2552-2561, 2020.PDF icon LREC2020.pdf (1.09 MB)
D. Kosmopoulos, Oikonomidis, I., Konstantinopoulos, K., Arvanitis, N., Antzakas, K., Bifis, A., Lydakis, G., Roussos, A., and Argyros, A., Towards a visual Sign Language dataset for home care services, 15th IEEE International Conference on Face and Gesture Recognition, vol. 1. pp. 622-626, 2020.PDF icon FG2020.pdf (287.44 KB)
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.