Selected Publications

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Author [ Title(Desc)] Type Year
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N
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)
S. P. Chatzis and Kosmopoulos, D. I., “A Non-Stationary Infinite Partially Observable Markov Decision Process”, International Conference on Artificial Neural Networks. 2014.PDF icon pomdp.pdf (110.83 KB)
O
A. Voulodimos, Kosmopoulos, D., Veres, G., Grabner, H., Van Gool, L., and Varvarigou, T. A., “Online classification of visual tasks for industrial workflow monitoring”, Neural Networks, vol. 24, no. 8, pp. 852–860, 2011.PDF icon nn10.pdf (2.02 MB)
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)
P
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)
N. Arvanitis, Sartinas, E., and Kosmopoulos, D., “Procrustes-DTW: Dynamic Time Warping Variant for the Recognition of Sign Language Utterances”, in 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023.PDF icon Procrustes-DTW_ICASSPW_2023.pdf (511.79 KB)
D. I. Kosmopoulos, “A Prototype Towards Modeling Visual Data Using Decentralized Generative Adversarial Networks”, IEEE International Conference on Image Processing. 2018.PDF icon icip2018.pdf (633.82 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)
Q
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)
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)

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