Selected Publications

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[ Author(Desc)] Title Type Year
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A
P. Antonakaki, Kosmopoulos, D., and Perantonis, S. J., “Detecting abnormal human behaviour using multiple cameras”, Signal Processing, vol. 89, no. 9, pp. 1723 - 1738, 2009.PDF icon sp09.pdf (711.81 KB)
N. Arvanitis, Sartinas, E., and Kosmopoulos, D., “Procrustes-DTW: Dynamic Time Warping Variant for the Recognition of Sign Language Utterances”, in 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023.PDF icon Procrustes-DTW_ICASSPW_2023.pdf (511.79 KB)
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)
B
A. Bifis, Psarakis, E., and Kosmopoulos, D., “Developing Robust and Lightweight Adversarial Defenders by Enforcing Orthogonality on Attack-Agnostic Denoising Autoencoders”, International Conference on Computer Vision, Workshop on Resource Efficient Deep Learning for Computer Vision. 2023.PDF icon RobustAE_ICCVW_2023.pdf (743.54 KB)
K. Blekos and Kosmopoulos, D., “Quantum Data Reduction with Application to Video Classification”, ACM/IEEE Workshop on Quantum Computing. 2022.PDF icon Quantum_Data_Reduction_2022.pdf (1.11 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)
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)
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, Kosmopoulos, D., and Varvarigou, T. A., “A robust approach towards sequential data modeling and its application in automatic gesture recognition”, Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on. pp. 1937-1940, 2008.PDF icon icassp-08.pdf (64 KB)

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