Selected Publications

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Author Title [ Type(Asc)] Year
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Manuscript
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)
Journal Article
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)
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)
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)
A. Makris, Kosmopoulos, D., Perantonis, S., and Theodoridis, S., “A hierarchical feature fusion framework for adaptive visual tracking”, Image and Vision Computing, vol. 29, no. 9, pp. 594 - 606, 2011.PDF icon ImVis_11.pdf (2.11 MB)
D. Kosmopoulos, Papoutsakis, K., and Argyros, A., “A framework for online segmentation and classification of modeled actions performed in the context of unmodeled ones”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 12, pp. 2578-2590, 2017.PDF icon csvt2016.pdf (3.96 MB)
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)
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)
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)
D. Kosmopoulos and Varvarigou, T., “Automated inspection of gaps on the automobile production line through stereo vision and specular reflection”, Computers in Industry, vol. 46, no. 1, pp. 49 - 63, 2001.PDF icon compind01.pdf (834.14 KB)

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