Selected Publications

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Author [ Title(Asc)] Type Year
Filters: Author is Dimitrios Kosmopoulos  [Clear All Filters]
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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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D. Kosmopoulos, Maglogiannis, I., and Makedon, F., “Robust offline topological map estimation using visual loop closures”, 6th International Conference on Pervasive Technoogies for Assistive Environments. 2013.PDF icon petra13.pdf (658.23 KB)
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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)
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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)
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D. Kosmopoulos, Papoutsakis, K., and Argyros, A., “Online segmentation and classification of modeled actions performed in the context of unmodeled ones”, British Machine Vision Conference. 2014.PDF icon bmvc_final.pdf (646.31 KB)
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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)
V. Metsis, Kosmopoulos, D., Athitsos, V., and Makedon, F., “Non-invasive analysis of sleep patterns via multimodal sensor input”, Personal and Ubiquitous Computing, vol. 18, no. 1, pp. 19-26, 2014.PDF icon puc12.pdf (1003.92 KB)
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I. Valavanis and Kosmopoulos, D., “Multiclass defect detection and classification in weld radiographic images using geometric and texture features”, Expert Systems with Applications, vol. 37, no. 12, pp. 7606 - 7614, 2010.PDF icon eswa10.pdf (615.31 KB)
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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)

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