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Dr. Anastasios Dimou -
Publications

Journals

  1. A. Coluccia, A. Fascista, L. Sommer, A. Schumann, A. Dimou, D. Zarpalas, "The Drone-vs-Bird Detection Grand Challenge at ICASSP 2023: A Review of Methods and Results.", IEEE Open Journal of Signal Processing ( Volume: 5). DOI: 10.1109/OJSP.2024.3379073
  2. E. Katsadouros, D. Kogias, C. Patrikakis, G. Giunta, A. Dimou, P. Daras, "Introducing the Architecture of FASTER: A Digital Ecosystem for First Responder Teams", Information, 13(3), pp. 115, 2022.
  3. K. Konstantoudakis, K. Christaki, D. Tsiakmakis, D. Sainidis, G. Albanis, A. Dimou, P. Daras, "Drone Control in AR: An Intuitive System for Single-Handed Gesture Control, Drone Tracking, and Contextualized Camera Feed Visualization in Augmented Reality", Drones, 6(2), pp. 43, 2022.
  4. P. Boutis, Z. Batzos, K. Konstantoudakis, A. Dimou, P. Daras, "MC-hands 1M: A glove-wearing hand dataset for pose estimation.", 2022.
  5. B. Ciuffo, M. Makridis, V. Padovan, E. Benenati, K. Boriboonsomsin, M. Chembakasseril, P. Daras, V. Das, A. Dimou, S. Grammatico, R. Hartanto, M. Hoelscher, Y. Jiang, S. Krilasevic, S. Liu, Q. Le, C. Rosier, P. Ruan, Z. Wei, G. Wu, Z. Zhao, "Robotic Competitions to Design Future Transport Systems: The Case of JRC AUTOTRAC 2020", Transportation Research Record, pp. 03611981221110566, 2022.
  6. T. Łachacz, F. Perossini, G. Caracciolo, A. Dimou, "Zaawansowane technologie zapewniające bezpieczeństwo i efektywność służb szybkiego reagowania", Wyższa Szkoła Policji w Szczytnie, 2022.
  7. G. Albanis, N. Zioulis, A. Chatzitofis, A. Dimou, D. Zarpalas, P. Daras, "On End-To-End 6DoF Object Pose Estimation and Robustness to Object Scale",RESCIENCE C, 2021.
  8. K. Karageorgos, A. Dimou, F. Alvarez, P. Daras, "Implicit and Explicit Regularization for Optical Flow Estimation",Sensors, 20(14), 3855, 2020. DOI: https://doi.org/10.3390/s20143855
  9. A. Coluccia, A. Fascista, A. Schumann, L. Sommer, A. Dimou, D. Zarpalas, M. Méndez, D. de la Iglesia, I. González, J. Mercier, "Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge",Sensors, 21(8), 2824, 2021. DOI: https://doi.org/10.3390/s21082824
  10. S. Samaras, E. Diamantidou, D. Ataloglou, N. Sakellariou, A. Vafeiadis, V. Magoulianitis, A. Lalas, A. Dimou, D. Zarpalas, K. Votis, P. Daras, D. Tzovaras, "Deep Learning on Multi Sensor Data for Counter UAV Applications – A Systematic Review",Sensors 2019, 19 (22), 4837, Special Issue: Deep Learning for Multi-Sensor Fusion. DOI: https://doi.org/10.3390/s19224837
  11. A. Dimou, D. Ataloglou, K. Dimitropoulos, F. Alvarez, P. Daras, "LDS-Inspired Residual Networks",IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Volume 29, Issue 8, pp: 2363 - 237510.1109/TCSVT.2018.2869680, Aug. 2019
  12. D. Ataloglou, A. Dimou, D. Zarpalas, P. Daras, "Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning",, Neuroinform (2019).
  13. A. Axenopoulos, V. Eiselein, A. Penta, E. Koblents, E. La Mattina, P. Daras, T. Semertzidis, M. Lazaridis, A. Dimou, T. Senst, J. Amores, F. Alvarez, L. Kondrad, G. Vella, A. Randazzo, P. Pomo, "A framework for large-scale analysis of video 'in the Wild' to assist digital forensic examination",in IEEE Security & Privacy, Vol. 17 , Issue 1 , Jan.-Feb. 2019, pp. 23-33.
  14. A. Aggoun, E. Tsekleves, D. Zarpalas, P. Daras, A. Dimou, L. Soares, P. Nunes, "Immersive 3D Holoscopic Video System",IEEE Multimedia Magazine, Special Issue on 3D Imaging Techniques and Multimedia Applications, Vol. 20, Issue 1, pp. 28-37, Jan-Mar 2013
  15. E. Tiakas, D. Rafailidis, A. Dimou, P. Daras, "MSIDX: Multi-Sort Indexing for Efficient Content-based Image Search and Retrieval",IEEE Transactions on Multimedia, Vol: 16, Issue: 6, Oct. 2013

Conference

  1. A. Coluccia, A. Fascista, A. Schumann, L. Sommer, A. Dimou, D. Zarpalas, N. Sharma, M. Nalamati, O. Eryuksel, K. Ozfuttu, F. Akyon, K. Sahin, E. Buyukborekci, D. Cavusoglu, S. Altinuc, D. Xing, H. Unlu, N. Evangeliou, A. Tzes, A. Nayak, M. Bouazizi, T. Ahmad, A. Gonçalves, B. Rigault, R. Jain, Y. Matsuo, H. Prendinger, E. Jajaga, V. Rushiti, B. Ramadani, D. Pavleski, "Drone-vs-Bird Detection Challenge at ICIAP 2021.", In Image Analysis and Processing. ICIAP 2022 Workshops: ICIAP International Workshops, Lecce, Italy, May 23–27, 2022, Revised Selected Papers, Part II* (pp. 410-421). Cham: Springer International Publishing. (2022, August).
  2. K. Konstantoudakis, G. Albanis, E. Christakis, N. Zioulis, A. Dimou, D. Zarpalas, P. Daras, "Single-handed Gesture UAV Control for First Responders – A Usability and Performance User Study",in International Conference on Information Systems for Crisis Response and Management (ISCRAM), 2020.
  3. D. Sainidis, D. Tsiakmakis, K. Konstantoudakis, G. Albanis, A. Dimou, P. Daras, "Single-handed Gesture UAV Control and Video Feed AR Visualization for First Responders", in International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 23-26, 2021.
  4. D. Tsatsou, K. Karageorgos, A. Dimou, J. Carbo, J. Molina, P. Daras, "Towards Unsupervised Knowledge Extraction",in AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, March 22-24, 2021.
  5. G. Vella, A. Dimou, D. Gutierrez-Perez, D. Toti, T. Nicoletti, E. La Mattina, F. Grassi, A. Ciapetti, M. McElligott, N. Shahid, P. Daras, "SURVANT: An Innovative Semantics-based Surveillance Video Archives Investigation Assistant",in International Conference on Pattern Recognition Workshops, Milan, Italy, January 10-15, 2021.
  6. A. Psaltis, A. Dimou, F. Alvarez, P. Daras, "Flow R-CNN: Flow-enhanced Object Detection",in International Conference on Pattern Recognition Workshops, Milan, Italy, January 10-15, 2021.
  7. Vlachopoulos, H. Georgiou, A. Tzeletopoulou, P. Kasnesis, C. Chatzigeorgiou, D. Kogias, C. Patrikakis, G. Albanis, K. Konstantoudakis, A. Dimou, P. Daras, "Enabling Gesture-based Controls for First Responders and K9 Units",in 7th International Conference on Civil Protection and New Technologies - Safe Greece 2020, October 14-16, 2020.
  8. K. Karageorgos, K. Zafeirouli, K. Konstantoudakis, A. Dimou, P. Daras, "Quantized Warping and Residual Temporal Integration for Video Super-Resolution on Fast Motions", in European Conference on Computer Vision Workshops (ECCVW), Glasgow, UK, August 23-28, 2020.
  9. G. Albanis, N. Zioulis, A. Dimou, D. Zarpalas, P. Daras, "DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss",in European Conference on Computer Vision Workshops (ECCVW), Glasgow, UK, August 23-28, 2020.
  10. S. Samaras, V. Magoulianitis, A. Dimou, D. Zarpalas, P. Daras, "UAV Classification With Deep Learning Using Surveillance Radar Data",In Proceedings of the 12th International Conference on Computer Vision Systems (ICVS), Springer, Cham, 2019.
  11. A. Coluccia, A. Fascista, A. Schumann, L. Sommer, M. Ghenescu, T. Piatrik, G. De Cubber, M. Nalamati, A. Kapoor, M. Saqib, N. Sharma, M. Blumenstein, V. Magoulianitis, D. Ataloglou, A. Dimou, D. Zarpalas, P. Daras, C. Craye, S. Ardjoune, D. De la Iglesia, M. Mandez, R.l Dosil, I. Gonzalez, "Drone-vs-Bird Detection Challenge at IEEE AVSS2019",16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, 18-21 Sept. 2019
  12. V. Magoulianitis, D. Ataloglou, A. Dimou, D. Zarpalas, P. Daras, "Does Deep Super-Resolution Enhance UAV Detection?",16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, 18-21 Sept. 2019
  13. K. Stavridis, A. Psaltis, A. Dimou, G.T. Papadopoulos, P. Daras, "Deep Spatio-Temporal Modeling for Object-Level Gaze-Based Relevance Assessment", 2019 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain, 2019. DOI: 10.23919/EUSIPCO.2019.8902990
  14. K. Gkountakos, A. Dimou, G. Papadopoulos, P. Daras, "Incorporating Textual Similarity in Video Captioning Schemes",25th International Conference on Engineering, Technology and Innovation (ICE/IEEE ITMC 2019), Sophia Antipolis Innovation Park, France, 17-19 June 2019.
  15. K. Loumponias, A. Dimou, N. Vretos, P. Daras, "Adaptive Tobit Kalman-based tracking",14th International Conference on Signal Image Technology & Internet Based Systems (SITIS 2018), Universidad De Las Palmas De Grand Canaria, Spain, 26-29 November 2018.
  16. L. Lazaridis, A. Dimou, P. Daras, "Abnormal Behavior Detection in Crowded Scenes Using Density Heatmaps and Optical Flow",26th European Signal Processing Conference (EUSIPCO 2018), Rome, Italy, 3-7 Sept. 2018.
  17. M.D. Durova, A. Dimou, G. Litos, P. Daras, J.P. Davis, "TooManyEyes: Super-recogniser directed identification of target individuals on CCTV",ICDP 2017: 8th IET International Conference of Imaging for Crime Detection and Prevention, 13-15 December 2017, Madrid Spain
  18. K. Karageorgos, A. Dimou, A. Axenopoulos, P. Daras, "Semantic Filtering for Video Stabilization",14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29 Aug – 1 Sept, 2017
  19. A. Dimou, P. Medentzidou, F. Alvarez, P. Daras, "Multi-target Detection In CCTV Footage For Tracking Applications Using Deep Learning Techniques",IEEE International Conference on Image Processing, ICIP 2016, Sept 25-28, Phoenix, Arizona, USA
  20. A. Dimou, A. Axenopoulos, P. Daras, "Introducing Target Profiling for Context-Aware Tracking",6th International Conference on Imaging for Crime Detection and Prevention (ICDP-15), London, 16th-17th July, 2015.
  21. A. Dimou, D. Matsiki, A. Axenopoulos, P. Daras, "A user-centric approach for event-driven summarisation of surveillance videos",6th International Conference on Imaging for Crime Detection and Prevention (ICDP-15), London, 16th-17th July, 2015.
  22. A. Dimou, V. Lovatsis, A. Papadakis, S. Pantelopoulos, P. Daras, "GIS-supported People Tracking Re-acquisition in a Multi-camera Environment",11th International Conference on Signal Processing and Multimedia Applications (SIGMAP-14), Special Session on Multimodal Security and Surveillance Analytics (MUSESUAN), Vienna, 28-30 August, 2014
  23. D. Matsiki, A. Dimou, P. Daras, "Online Identification of Primary Social Groups",20th International Conference on Multimedia Modeling (MMM 2014), Dublin, Ireland, 6-10 Jan 2014
  24. V. Lovatsis, A. Dimou, P. Daras, "Introducing Context Awareness in Multi-Target Tracking using Re-Identification Methodologies",5th International Conference on Imaging for Crime Detection and Prevention (ICDP-13), London, 16th-17th December, 2013.
  25. I. Tsampoulatidis, N. Gkalelis, A. Dimou, V. Mezaris, I. Kompatsiaris, "High-level Event Detection System Based on Discriminant Visual Concepts", Proc. ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 2011
  26. A. Athanasopoulos, A. Dimou, V. Mezaris, I. Kompatsiaris, "GPU Acceleration for Support Vector Machines", Proc. 12th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2011), Delft, The Netherlands, April 2011
  27. A. Moumtzidou, A. Dimou, N. Gkalelis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation to TRECVID 2010.",In Proceedings of TRECVID 2010 Workshop, November 2010, Gaithersburg, MD, USA.
  28. S. Vrochidis, A. Moumtzidou, P. King, A. Dimou, V. Mezaris, I. Kompatsiaris, "VERGE: A video interactive retrieval engine.",In Proceedings of the 8th International Workshop on Content-Based Multimedia Indexing (CBMI 2010), pp. 142-147, Grenoble, France, 23-25 June 2010. DOI: 10.1109/CBMI.2010.5529884
  29. V. Mezaris, A. Dimou, I. Kompatsiaris, "On the use of feature tracks for dynamic concept detection in video", Proc. IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, China, September 2010
  30. V. Mezaris, P. Sidiropoulos, A. Dimou, I. Kompatsiaris, "On the use of visual soft semantics for video temporal decomposition to scenes", Proc. Fourth IEEE International Conference on Semantic Computing (ICSC2010), Pittsburgh, PA, USA, September 2010
  31. V. Mezaris, A. Dimou, I. Kompatsiaris, "Local invariant feature tracks for high-level video feature extraction", Proc. 11th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2010), Desenzano del Garda, Italy, April 2010
  32. A. Moumtzidou, A. Dimou, P. King, S. Vrochidis, A. Angeletou, V. Mezaris, S. Nikolopoulos, I. Kompatsiaris, L. Makris, "ITI-CERTH participation to TRECVID 2009 HLFE and Search.", Proc. TRECVID 2009 Workshop, November 2009, Gaithersburg, MD, USA. https://www.researchgate.net/publication/228790972_ITI-CERTH_participation_to_TRECVID_2009_HLFE_and_search
  33. S. Vrochidis, P. King, L. Makris, A. Moumtzidou, S. Nikolopoulos, A. Dimou, V. Mezaris, I. Kompatsiaris, "MKLab Interactive Video Retrieval System.",ACM International Conference on Image and Video Retrieval (CIVR09) - VideOlympics Showcase event, Santorini, Greece, July 2009. https://doi.org/10.1145/1646396.1646459
  34. G. Tsoumakas, A. Dimou, E. Spyromitros, V. Mezaris, I. Kompatsiaris, I. Vlahavas, "Correlation-Based Pruning of Stacked Binary Relevance Models for Multi-Label Learning", Proc. ECML/PKDD 2009 Workshop on Learning from Multi-Label Data (MLD'09), Bled, Slovenia, pp. 101-116, Sep 2009
  35. A. Dimou, G. Tsoumakas, V. Mezaris, I. Kompatsiaris, I. Vlahavas, "An Empirical Study of Multi-Label Learning Methods for Video Annotation", 7th International Workshop on Content-Based Multimedia Indexing (CBMI 2009), Chania-Crete, Greece, pp. 19-24, Jun 2009
  36. Q. Zhang, G. Tolias, B. Mansencal, A. Saracoglu, N. Aginako, A. Alatan, L. A. Alexandre, Y. Avrithis, J. Benois-Pineau, K. Chandramouli, M. Corvaglia, U. Damnjanovic, A. Dimou, E. Esen, N. Fatemi, I. Garcia, F. Guerrin, A. Hanjalic, R. Jarina, P. Kapsalas, P. King, I. Kompatsiaris, L. Makris, V. Mezaris, P. Migliorati, A. Moumtzidou, Ph. Mylonas, U. Naci, S. Nikolopoulos, M. Paralic, T. Piatrik, F. Poulin, A. M. G. Pinheiro, L. Raileanu, E. Spyrou, S. Vrochidis, "COST292 experimental framework for TRECVID 2008.",Proc. TRECVID 2008 Workshop, November 2008, Gaithersburg, MD, USA. https://doi.org/10.1145/1463563.1463569
  37. J. Molina, V. Mezaris, P. Villegas, G. Tolias, E. Spyrou, N. Sofou, J. Rodríguez-Benito, G. T. Papadopoulos, S. Nikolopoulos, J. M. Martínez, I. Kompatsiaris, P. Kapsalas, A. Dimou, E. Bru, Y. Avrithis, T. Adamek, "MESH participation to TRECVID2008 HLFE", Proc. TRECVID 2008 Workshop, Gaithersburg, MD, USA, Nov 2008

Books Chapters

  1. K. Konstantoudakis, K. Christaki, D. Sainidis, I. Babic, D. G. Kogias, G. Inglese, L. Bruno, G. Giunta, C. Z. Patrikakis, O. Balet, C. Rossi, A. Dimou, P. Daras, "Common Operational Picture and Interconnected Tools for Disaster Response: The FASTER Toolkit.", In: Scholl, H.J., Holdeman, E.E., Boersma, F.K. (eds) Disaster Management and Information Technology. Public Administration and Information Technology, vol 40. Springer, Cham. https://doi.org/10.1007/978-3-031-20939-0_6
  2. A. Dimou, D. Kogias, P. Trakadas, F. Perossini , M. Weller, O. Balet, C. Patrikakis, T. Zahariadis, P. Daras, "FASTER: First Responder Advanced Technologies for Safe and Efficient Emergency Response",Technology Development for Security Practitioners, edited by B. Akhbar, D. Kavallieros, E. Sdongos, Security Informatics and Law Enforcement, Springer.
  3. V. Mezaris, A. Dimou, I. Kompatsiaris, "Local Invariant Feature Tracks for High-Level Video Feature Extraction", Lecture Notes in Electrical Engineering, vol. 158: Analysis, Retrieval and Delivery of Multimedia Content, N. Adami, A. Cavallaro, R. Leonardi, P. Migliorati (Editors), ISBN 978-1-4614-3830-4, Springer, 2012.
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