Artificial Intelligence & Information Analysis

2023

  1. C. Symeonidis, I. Mademlis, I.Pitas and N.Nikolaidis, "Efficient feature extraction for Non-Maximum Suppression in visual person detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023.
  2. C. Symeonidis and N.Nikolaidis, "Wind Energy Prediction Guided by Multiple-Location Weather Forecasts", in International Conference on Engineering Applications of Neural Networks, pp. 445-457, June, 2023.

2022

  1. C. Symeonidis, I. Mademlis, I.Pitas and N.Nikolaidis, "AUTH-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views", Proceedings of the IEEE International Conference on Image Processing (ICIP), 2022.
  2. C. Symeonidis, C. Anastasiadis and N.Nikolaidis, "A UAV Video Data Generation Framework for Improved Robustness of UAV Detection Methods", 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP), pp. 1-5, 2022.
  3. M. Tzelepi, C. Symeonidis, N.Nikolaidis and A.Tefas, "Multilayer Online Self-Acquired Knowledge Distillation", 2022 26th International Conference on Pattern Recognition (ICPR), pp. 4822-4828, 2022.
  4. M. Tzelepi, C. Symeonidis, N.Nikolaidis and A.Tefas, "Real-time synthetic-to-real human detection for robotics applications", 2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA), pp. 1-5, 2022.

2021

  1. S. Papadopoulos, C. Symeonidis and I.Pitas, "Leader and breakaway detection in racing sports videos", International Workshop on Multimedia Signal Processing (MMSP) , 2021.
  2. 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.
  3. C. Symeonidis, E. Kakaletsis, I. Mademlis, N.Nikolaidis, A.Tefas and I.Pitas, "Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks", Proceedings of the International Conference on Image and Graphics Processing (ICIGP), ACM, 2021.

2019

  1. E. Kakaletsis, M. Tzelepi, P. I. Kaplanoglou, C. Symeonidis, N.Nikolaidis, A.Tefas and I.Pitas, "Semantic Map Annotation Through UAV Video Analysis Using Deep Learning Models in ROS", Proceedings of the International Conference on MultiMedia Modeling (MMM), 2019.
  2. C. Symeonidis, I. Mademlis, N.Nikolaidis and I.Pitas, "Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors", Proc. IEEE Int. Workshop Machine Learning for Signal Processing (MLSP), October 13-16, 2019.
  3. C. Symeonidis, I. Karakostas, E. Martinopoulou and I.Pitas, "Image-based 3D Shape Reconstruction of Byzantine and Paleochristian Monuments", Proceedings of the Digital Presentation and Preservation of Cultural and Scientific Heritage (DiPP2019), 2019.

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