Artificial Intelligence & Information Analysis

2022

  1. N. Passalis, S. Pedrazzi, R. Babuska, W. Burgard, D. Dias, F. Ferro, M. Gabbouj, O. Green, A.Iosifidis, E. Kayacan, J. Kober, O. Michel, N.Nikolaidis, P. Nousi, R. Pieters, M. Tzelepi, A. Valada and A.Tefas, "OpenDR: An open toolkit for enabling high performance, low footprint deep learning for robotics", in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 12479-12484, Oct, 2022.

2021

  1. C. Symeonidis, P. Nousi, P. Tosidis, K. Tsampazis, N. Passalis, A.Tefas and N.Nikolaidis, "Efficient realistic data generation framework leveraging deep learning-based human digitization", in International Conference on Engineering Applications of Neural Networks, pp. 271-283, June, 2021.

2020

  1. F. Patrona, P. Nousi, I. Mademlis, A.Tefas and I.Pitas, "Visual Object Detection For Autonomous UAV Cinematography", Proceedings of the Northern Lights Deep Learning Workshop, 2020.

2019

  1. P. Nousi, A.Tefas and I.Pitas, "Deep Convolutional Feature Histograms for Visual Object Tracking", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
  2. P. Nousi, D. Triantafyllidou, A.Tefas and I.Pitas, "Joint Lightweight Object Tracking and Detection for Unmanned Vehicles", Proceedings of the IEEE International Conference on Image Processing (ICIP), September 22-25, 2019.
  3. P. Nousi, I. Mademlis, I. Karakostas, A.Tefas and I.Pitas, "Embedded UAV Real-time Visual Object Detection and Tracking", Proceedings of the IEEE International Conference on Real-time Computing and Robotics 2019 (RCAR2019), 2019.
  4. I. Mademlis, P. Nousi, C. Le Barz, T. Goncalves and I.Pitas, "Communications for Autonomous Unmanned Aerial Vehicle Fleets in Outdoor Cinematography Applications", Proceedings of the 27th European Signal Processing Conference (EUSIPCO), Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems, 2019.
  5. R. Cunha, M. Malaca, V. Sampaio, B. Guerreiro, P. Nousi, I. Mademlis, A.Tefas and I.Pitas, "Gimbal Control for Vision-based Target Tracking", Proceedings of the 27th European Signal Processing Conference (EUSIPCO), Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems, 2019.

2018

  1. P. Nousi, E. Patsiouras, A.Tefas and I.Pitas, "Convolutional Neural Networks for Visual Information Analysis With Limited Computing Resources", Proceedings of the IEEE International Conference on Image Processing (ICIP), October 7-10, 2018.

2017

  1. P. Nousi and A.Tefas, "Discriminatively Trained Autoencoders for Fast and Accurate Face Recognition", Proceedings of the International Conference on Engineering Applications of Neural Networks (EANN), 2017.
  2. D. Triantafyllidou, P. Nousi and A.Tefas, "Lightweight Two-Stream Convolutional Face Detection", Proceedings of the European Signal Processing Conference (EUSIPCO), August, 2017.

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