Selected Publications

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Author Title Type [ Year(Asc)]
Filters: Author is Dimitrios Kosmopoulos  [Clear All Filters]
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)
G. Lydakis, Oikonomidis, I., Kosmopoulos, D., and Argyros, A., “Exploitation of Noisy Automatic Data Annotation and Its Application to Hand Posture Classification”, International Joint Conference on Computer Vision Imaging and Computer Graphics Theory and Applications. 2022.PDF icon visapp2022.pdf (3.75 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
E. Sartinas, Psarakis, E., Antzakas, K., and Kosmopoulos, D., “A 2-D Wrist Motion Based Sign Language Video Summarization”, British Machine Vision Conference - ORAL PRESENTATION. 2021.PDF icon BMVC_2021.pdf (1.97 MB)
A. Gkillas and Kosmopoulos, D., “A cross-domain recommender system using deep coupled autoencoders”, arXiv:2112.07617v1 [cs.IR] vol., 2021.PDF icon 2112.07617.pdf (479.7 KB)
N. Poulopoulos, Psarakis, E. Z., and Kosmopoulos, D., “PupilTAN: A Few-Shot Adversarial Pupil Localizer”, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, GAZE 2021: Gaze Estimation and Prediction in the Wild . BEST PAPER AWARD, pp. 3134-3142, 2021.PDF icon CVPRW2021.pdf (1.84 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)
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)

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