Eftychios Protopapadakis

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Anastasios DoulamisNational Technical University of AthensVerified email at cs.ntua.gr
Nikolaos DoulamisNational Technical University of AthensVerified email at cs.ntua.gr
Athanasios (Thanos) VoulodimosAssistant Professor, School of Electrical & Computer Engineering, National Technical Univ. of AthensVerified email at mail.ntua.gr
Maria KaselimiPhD, MSc., National Technical University of Athens (NTUA)Verified email at mail.ntua.gr
Konstantinos MakantasisLecturer, Dept. of Artificial Intelligence, University of MaltaVerified email at um.edu.mt
Iason KatsamenisNational Technical University of AthensVerified email at mail.ntua.gr
Ioannis RallisPhd., Msc, National Technical University of AthensVerified email at central.ntua.gr
Marinos IoannidesDirector UNESCO Chair on Digital Cultural HeritageVerified email at cytanet.com.cy
Dieter FritschProfessor für Photogrammetrie, Universität StuttgartVerified email at ifp.uni-stuttgart.de
Nikolaos (Nikos) BakalosNational Technical University of AthensVerified email at mail.ntua.gr
Christos StentoumisNational Technical University of AthensVerified email at mail.ntua.gr
George KopsiaftisNational Technical University of AthensVerified email at central.ntua.gr
Konrad WenzelnFramesVerified email at nframes.com
Nikolaos MatsatsinisProfessor of Information & Decision Support Systems, Technical University of Crete, GreeceVerified email at ergasya.tuc.gr
Evangelos MaltezosSenior Researcher, ICCS, https://orcid.org/0000-0002-3761-3631Verified email at iccs.gr
Georgios E. StavroulakisProfessor, Mechanics and Optimization, Technical University of Crete, GreeceVerified email at dpem.tuc.gr
Sabine C. LangerTU BraunschweigVerified email at tu-braunschweig.de
Elena PolykarpouKIOS Research and Innovation Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Georgios MiaoulisProfessor of University of West AtticaVerified email at uniwa.gr
Tania StathakiImperial College LondonVerified email at imperial.ac.uk

Eftychios Protopapadakis

University of Macedonia, School of Information Sciences

Verified email at uom.edu.gr

Computer vision Machine learning Optimization Genetic algorithms Semi-supervised learning


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Deep learning for computer vision: A brief review A Voulodimos, N Doulamis, A Doulamis, E Protopapadakis Computational intelligence and neuroscience 2018, 2018	2341	2018
Deep convolutional neural networks for efficient vision based tunnel inspection K Makantasis, E Protopapadakis, A Doulamis, N Doulamis, C Loupos 2015 IEEE international conference on intelligent computer communication and …, 2015	157	2015
Smart parking solutions for urban areas E Polycarpou, L Lambrinos, E Protopapadakis 2013 IEEE 14th International Symposium on" A World of Wireless, Mobile and …, 2013	152	2013
Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing E Protopapadakis, A Voulodimos, A Doulamis, N Doulamis, T Stathaki Applied intelligence 49, 2793-2806, 2019	103	2019
Bayesian-optimized bidirectional LSTM regression model for non-intrusive load monitoring M Kaselimi, N Doulamis, A Doulamis, A Voulodimos, E Protopapadakis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	103	2019
Deep learning models for COVID-19 infected area segmentation in CT images A Voulodimos, E Protopapadakis, I Katsamenis, A Doulamis, N Doulamis the 14th PErvasive technologies related to assistive environments conference …, 2021	89	2021
Context aware energy disaggregation using adaptive bidirectional LSTM models M Kaselimi, N Doulamis, A Voulodimos, E Protopapadakis, A Doulamis IEEE Transactions on Smart Grid 11 (4), 3054-3067, 2020	88	2020
4D reconstruction of tangible cultural heritage objects from web-retrieved images G Kyriakaki, A Doulamis, N Doulamis, M Ioannides, K Makantasis, ... International Journal of Heritage in the Digital Era 3 (2), 431-451, 2014	81	2014
Online 4D reconstruction using multi-images available under Open Access PS Johnson, A Doulamis, P Moura Santo, A Hadjiprocopi, D Fritsch, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2013	70	2013
Gaussian process regression tuned by bayesian optimization for seawater intrusion prediction G Kopsiaftis, E Protopapadakis, A Voulodimos, N Doulamis, A Mantoglou Computational intelligence and neuroscience 2019, 2019	59	2019
Autonomous robotic system for tunnel structural inspection and assessment K Loupos, AD Doulamis, C Stentoumis, E Protopapadakis, K Makantasis, ... International Journal of Intelligent Robotics and Applications 2, 43-66, 2018	56	2018
Multi-channel recurrent convolutional neural networks for energy disaggregation M Kaselimi, E Protopapadakis, A Voulodimos, N Doulamis, A Doulamis IEEE Access 7, 81047-81056, 2019	55	2019
Stacked autoencoders for outlier detection in over-the-horizon radar signals E Protopapadakis, A Voulodimos, A Doulamis, N Doulamis, D Dres, ... Computational intelligence and neuroscience 2017, 2017	48	2017
Stock trend forecasting in turbulent market periods using neuro-fuzzy systems GS Atsalakis, EE Protopapadakis, KP Valavanis Operational Research 16, 245-269, 2016	45	2016
Autonomous robotic inspection in tunnels E Protopapadakis, C Stentoumis, N Doulamis, A Doulamis, K Loupos, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2016	45	2016
Stacked autoencoders driven by semi-supervised learning for building extraction from near infrared remote sensing imagery E Protopapadakis, A Doulamis, N Doulamis, E Maltezos Remote Sensing 13 (3), 371, 2021	41	2021
Pixel-level corrosion detection on metal constructions by fusion of deep learning semantic and contour segmentation I Katsamenis, E Protopapadakis, A Doulamis, N Doulamis, A Voulodimos Advances in Visual Computing: 15th International Symposium, ISVC 2020, San …, 2020	39	2020
Dance pose identification from motion capture data: a comparison of classifiers E Protopapadakis, A Voulodimos, A Doulamis, S Camarinopoulos, ... Technologies 6 (1), 31, 2018	39	2018
Combined convolutional neural networks and fuzzy spectral clustering for real time crack detection in tunnels A Doulamis, N Doulamis, E Protopapadakis, A Voulodimos 2018 25th IEEE International Conference on Image Processing (ICIP), 4153-4157, 2018	35	2018
A genetically optimized neural classifier applied to numerical pile integrity tests considering concrete piles E Protopapadakis, M Schauer, E Pierri, AD Doulamis, GE Stavroulakis, ... Computers & Structures 162, 68-79, 2016	35	2016

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