Selected Publications

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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)
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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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)
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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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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)
D. G. Vidakis and Kosmopoulos, D. I., “Facilitation of Air Traffic Control via OCR-based Aircraft Registration Number Extraction”, IET Intelligent Transportation Systems, vol. 12, no. 8, pp. 965-975, 2018.PDF icon ITS2018.pdf (985.66 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)
A. Voulodimos, Kosmopoulos, D., Vasileiou, G., Sardis, E., Anagnostopoulos, V., Lalos, C., Doulamis, A. D., and Varvarigou, T. A., “A Threefold Dataset for Activity and Workflow Recognition in Complex Industrial Environments”, MultiMedia, IEEE, vol. 19, no. 3, pp. 42 -52, 2012.PDF icon IEEE-MM12.pdf (4.87 MB)
A. Voulodimos, Kosmopoulos, D. I., Doulamis, N. D., and Varvarigou, T. A., “A top-down event-driven approach for concurrent activity recognition”, Multimedia Tools Appl., vol. 69, pp. 293-311, 2014.PDF icon 2014-TopDown-MTA.pdf (1.33 MB)
A. S. Voulodimos, Doulamis, N. D., Kosmopoulos, D. I., and Varvarigou, T. A., “Improving Multi-Camera Activity Recognition by Employing Neural Network Based Readjustment”, Applied Artificial Intelligence, vol. 26, no. 1-2, pp. 97-118, 2012.PDF icon AAI10.pdf (1.05 MB)

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