Selected Publications

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Author Title Type [ Year(Asc)]
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2025
B. De, Blekos, K., Pikoulis, V., Kosmopoulos, D., and Metsis, V., “Geometric Knowledge Distillation via Procrustes Analysis for Efficient Motion Sequence Classification”, in 2025 25th International Conference on Digital Signal Processing (DSP), Costa Navarino, Messinia, Greece, 2025.PDF icon Procrustes_Knowledge_Distillation__DSP_2025.pdf (507.52 KB)
2024
E. - V. Pikoulis, Blekos, K., and Kosmopoulos, D., “Automated classification of olive fruit for enhanced olive oil production using computer vision”, in Optics, Photonics, and Digital Technologies for Imaging Applications VIII, Strasbourg, France, 2024.PDF icon OLIVE_SPIE2024.pdf (378.11 KB)
2023
A. Gkillas, Kosmopoulos, D., and Berberidis, K., “Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture”, Computers and Electronics in Agriculture, vol. 209, no. 107833, 2023.PDF icon NIR-COMPELAG-2023.pdf (3.97 MB)
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)
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)
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)
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)
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)
2020
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)
2014
D. G. Tsolakidis, Kosmopoulos, D. I., and Papadourakis, G., “Plant Leaf Recognition Using Zernike Moments and Histogram of Oriented Gradients”, in Artificial Intelligence: Methods and Applications, vol. 8445, A. Likas, Blekas, K., and Kalles, D. Springer International Publishing, 2014, pp. 406-417.PDF icon setn14.pdf (413.33 KB)

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