Selected Publications

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2022
E. - V. Pikoulis, Bifis, A., Trigka, M., Constantinopoulos, C., and Kosmopoulos, D., “Context-Aware Automatic Sign Language Video Transcription in Psychiatric Interviews”, Sensors, vol. 22, no. 7, p. 2656, 2022.PDF icon sensors22.pdf (1.38 MB)
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)
2021
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)
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)
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)
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
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)
S. P. Chatzis and Kosmopoulos, D. I., “A Non-Stationary Infinite Partially Observable Markov Decision Process”, International Conference on Artificial Neural Networks. 2014.PDF icon pomdp.pdf (110.83 KB)

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