Conferences

Artificial Intelligence & Information Analysis

2023

  1. C. Papaioannidis, I. Mademlis and I.Pitas, "Fast single-person 2D human pose estimation using multi-task Convolutional Neural Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023.
  2. 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.
  3. P. Alexoudi, I. Mademlis and I.Pitas, "Escaping local minima in Deep Reinforcement Learning for video summarization", ACM International Conference on Multimedia Retrieval (ICMR), 2023.
  4. A. Sochopoulos, I. Mademlis, E. Charalampakis, S. Papadopoulos and I.Pitas, "Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography", IEEE International Conference on Multimedia and Expo (ICME), 2023.
  5. E. Patsiouras, I. Koroni, I. Mademlis and I.Pitas, "GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets", European Signal Processing Conference (EUSIPCO), 2023.
  6. A. Christidis, E. Charalampakis, I. Mademlis and I.Pitas, "Distribution Shift Detection in Monocular Depth Estimation for Autonomous Systems", IEEE AFRICON, 2023.
  7. G. Silano, V. Kratky, M. Vrba, C. Papaioannidis, I. Mademlis, R. Penicka, I.Pitas and M. Saska, "Human-Swarm Interaction with a Gesture-Controlled Aerial Robot Formation for Safety Monitoring Applications", Human Multi-Robot Interaction Workshop at IEEE International Conference on Intelligent Robots and Systems (IROS), Detroit, Michigan, USA, 2023.

2022

  1. M. Kaseris, I. Mademlis and I.Pitas, "Exploiting caption diversity for unsupervised video summarization", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
  2. F. Patrona, I. Mademlis and I.Pitas, "Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs", Proceedings of the IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022.
  3. D. Karamouzas, I. Mademlis and I.Pitas, "Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language", Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2022.
  4. C. Papaioannidis, I. Mademlis and I.Pitas, "Fast Semantic Image Segmentation for Autonomous Systems", Proceedings of the IEEE International Conference on Image Processing (ICIP), 2022.
  5. N. Kilis, C. Papaioannidis, I. Mademlis and I.Pitas, "An efficient framework for human action recognition based on Graph Convolutional Networks", Proceedings of the IEEE International Conference on Image Processing (ICIP), 2022.
  6. 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.

2021

  1. S. Papadopoulos, I. Mademlis and I.Pitas, "Neural vision-based semantic 3D world modeling", Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 181--190, 2021.
  2. M. Kaseris, I. Mademlis and I.Pitas, "Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss", Proceedings of the IEEE International Conference on Image Processing (ICIP), 2021.
  3. S. Papadopoulos, I. Mademlis and I.Pitas, "Semantic Image Segmentation Guided By Scene Geometry", Proceedings of the IEEE International Conference on Autonomous Systems (ICAS), 2021.
  4. C. Papaioannidis, I. Mademlis and I.Pitas, "Autonomous UAV safety by visual human crowd detection using multi-task Deep Neural Networks", Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2021.
  5. F. Patrona, I. Mademlis and I.Pitas, "An Overview of Hand Gesture Languages for Autonomous UAV Handling", Proceedings of the Aerial Robotic Systems Physically Interacting with the Environment Workshop (AIRPHARO), 2021.
  6. F. Patrona, I. Mademlis and I.Pitas, "Self-Supervised Convolutional Neural Networks for Fast Gesture Recognition in Human-Robot Interaction", Proceedings of the IEEE International Conference on Information and Automation for Sustainability (ICIAfS), 2021.
  7. C. Papaioannidis, D. Makrygiannis, I. Mademlis and I.Pitas, "Learning Fast and Robust Gesture Recognition", Proceedings of the EURASIP European Conference on Signal Processing (EUSIPCO), 2021.
  8. D. Makrygiannis, C. Papaioannidis, I. Mademlis and I.Pitas, "Optimal video handling in on-line hand gesture recognition using Deep Neural Networks", Proceedings of the IEEE Series of Symposiums on Computational Intelligence (SSCI), 2021.
  9. G. Voulgaris, I. Mademlis and I.Pitas, "Procedural Terrain Generation Using Generative Adversarial Networks", Proceedings of the EURASIP European Conference on Signal Processing (EUSIPCO), 2021.
  10. 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.

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.
  2. E. Kakaletsis, I. Mademlis, N.Nikolaidis and I.Pitas, "Bayesian Fusion of Multi-view Human Crowd Detections for Autonomous UAV Fleet Safety", 28th European Signal Processing Conference (EUSIPCO 2020), 18-22 January 2021, 2020.

2019

  1. I. Mademlis, A.Tefas and I.Pitas, "Greedy Salient Dictionary Learning for Activity Video Summarization", Proceedings of the International Conference on MultiMedia Modeling (MMM), 2019.
  2. I. Karakostas, I. Mademlis, N.Nikolaidis and I.Pitas, "Shot Type Feasibility in Autonomous UAV Cinematography", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
  3. F. Patrona, I. Mademlis, A.Tefas and I.Pitas, "Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis", Proceedings of the IEEE International Conference on Image Processing (ICIP), September 22-25, 2019.
  4. 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.
  5. I. Mademlis, A. Torres-Gonzalez, J. Capitan, R. Cunha, B. Guerreiro, A. Messina, F. Negro, C. Le Barz, T. Goncalves, A.Tefas, N.Nikolaidis and I.Pitas, "A Multiple-UAV Software Architecture for Autonomous Media Production", Proceedings of the 27th European Signal Processing Conference (EUSIPCO), Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems, 2019.
  6. 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.
  7. 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.
  8. 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.

2018

  1. I. Mademlis, A.Tefas and I.Pitas, "Regularized SVD-based Video Frame Saliency for Activity Video Summarization", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018.
  2. I. Mademlis, V. Mygdalis, N.Nikolaidis and I.Pitas, "Challenges in Autonomous UAV cinematography: An Overview", Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2018.
  3. I. Karakostas, I. Mademlis, N.Nikolaidis and I.Pitas, "UAV Cinematography Constraints Imposed by Visual Target Tracking", Proceedings of the IEEE International Conference on Image Processing (ICIP), October 7-10, 2018.
  4. I. Mademlis, A.Tefas and I.Pitas, "Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity Video Summarization", Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2018.

2017

  1. O. Zachariadis, V. Mygdalis, I. Mademlis, N.Nikolaidis and I.Pitas, "2D Visual Tracking for Sports UAV Cinematography Applications", Proceedings of the IEEE Global Conference on Signal and Information Processing (GLOBALSIP), 2017.
  2. A. Torres-Gonzalez, J. Capitan, R. Cunha, A. Ollero and I. Mademlis, "A Multidrone Approach for Autonomous Cinematography Planning", Proceedings of the Iberian Robotics Conference (ROBOT), 2017.
  3. I. Mademlis, A.Tefas and I.Pitas, "Summarization of Human Activity Videos Using a Salient Dictionary", Proceedings of the International Conference on Image Processing (ICIP), 2017.
  4. I. Mademlis, A.Tefas, N.Nikolaidis and I.Pitas, "Summarization of Human Activity Videos Via Low-Rank Approximation", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
  5. I. Mademlis, V. Mygdalis, C. Raptopoulou, N.Nikolaidis, N.Heise, T.Koch, T. Wagner, A. Messina, F. Negro, S.Metta and I.Pitas, "Overview of Drone Cinematography for Sports Filming (short)", Proceedings of the European Conference on Visual Media Production (CVMP), 2017.

2016

  1. I. Mademlis, A.Tefas, N.Nikolaidis and I.Pitas, "Movie Shot Selection Preserving Narrative Properties", IEEE Workshop on Multimedia Signal Processing (MMSP), 2016.
  2. I. Mademlis, A.Tefas, N.Nikolaidis and I.Pitas, "Compact Video Description and Representation for Automated Summarization of Human Activities", INNS conference on Big Data, 2016.

2015

  1. I. Mademlis, N.Nikolaidis and I.Pitas, "Stereoscopic video description for key-frame extraction in movie summarization", European Signal Processing Conference (EUSIPCO), 31 August - 4 September, 2015.

2014

  1. I. Mademlis, A.Iosifidis, A.Tefas, N.Nikolaidis and I.Pitas, "Stereoscopic Video Description for Human Action Recognition", IEEE Symposium Series on Computational Intelligence (SSCI): Computational Intelligence for Multimedia, Signal and Vision Processing, 2014.
  2. M.Liu, I. Mademlis, P. Ndjiki-Nya, J.C Le Quintrec, N.Nikolaidis and I.Pitas, "Efficient Automatic Detection of 3D Video Artifacts", IEEE International Workshop on Multimedia Signal Processing (MMSP), 2014.

The documents contained in these directories are included by the contributing authors as a means to ensure timely dissemination of scholarly and technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors and by other copyright holders, notwithstanding that they have offered their works here electronically. It is only allowed to copy this information if you adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.

Some of the articles in this web site are copyrighted by IEEE and the following notice applies: © 1980-2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

©  2024 AIIA LAB. Built using WordPress and the Highlight Theme