Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

Δημοσιεύσεις σε Περιοδικά

1. M. Angelou, V. Solachidis, N. Vretos, P. Daras, "Graph-based Multimodal Fusion with metric learning for multimodal classification", Pattern Recognition, Elsevier, accepted for publication.
2. D. Ataloglou, A. Dimou, D. Zarpalas, P. Daras, "Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning", Neuroinform (2019).
3. 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.
4. P. Barmpoutis, K. Dimitropoulos, A. Apostolidis, N. Grammalidis, "Multi-lead ECG signal analysis for myocardial infarction detection and localization through the mapping of Grassmannian and Euclidean features into a common Hilbert space", Biomedical Signal Processing and Control, Elsevier, 2019
5. A. Chatzitofis, D. Zarpalas, S. Kollias, P. Daras, "DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors", Sensors 2019, 19, 282, Special Issue: Depth Sensors and 3D Vision, https://doi.org/10.3390/s19020282
6. A. Doumanoglou, P. Drakoulis, N. Zioulis, D. Zarpalas, P. Daras, "Benchmarking Open-Source Static 3D Mesh Codecs for Immersive Media Interactive Live Streaming", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Feb 2019, DOI: https://doi.org/10.1109/JETCAS.2019.2898768
7. F. Alvarez, D. Breitgand, D. Griffin, P. Adriani, S. Rizou, N. Zioulis, F. Moscatelli, J. Serrano, M. Keltsch, P. Trakadas, T. Khoa Phan, A. Weit, U. Acar, O. Prieto, F. Iadanza, G. Carrozzo, H. Koumaras, D. Zarpalas, D. Jimenez, "An Edge-to-Cloud Virtualized Multimedia Service Platform for 5G Networks", IEEE Transactions on Broadcasting, Special issue on 5G for Broadband Multimedia Systems and Broadcasting, 2019.
8. G. Abrams, K. Di Modica, F. Bezombes, D. Bonjean, D. Burton, A. Hardy, F. Lilley, S. Nikolopoulos, F. Precioso, C. Strecha, E. Thomaidou, D. Ververidis, I. De Groote, "DigiArt: towards a virtualization of Cultural Heritage", Notae Praehistoricae, ³⁶⁄₂₀₁₆ : 131-142.
9. A. Grammatikopoulou, S. Bostantjopoulou, Z. Katsarou, N. Grammalidis, "Selfie photo analysis for detecting hypomimia symptoms in early-stage parkinson disease (PD)", presented in 14th International Conference on Alzheimer’s & Parkinson’s Diseases (AD/PD2019), Lisbon, Portugal, March 2019.
10. I. Kico, N. Grammalidis, Y. Christidis, F. Liarokapis, "Digitization and Visualization of Folk Dances in Cultural Heritage: A Review", (2018) Inventions, 3(4), 72. https://www.mdpi.com/2411-5134/3/4/72
11. G. Kordopatis-Zilos, S. Papadopoulos, I. Patras, I. Kompatsiaris, "FIVR: Fine-grained Incident Video Retrieval", arXiv preprint arXiv:1809.04094 (under revision in TMM) https://arxiv.org/pdf/1809.04094.pdf
12. I. Kostavelis, M. Vasileiadis, E. Skartados, A. Kargakos, D. Giakoumis, C. S. Bouganis, D. Tzovaras, "Understanding of Human Behavior with a Robotic Agent through Daily Activity Analysis", International Journal of Social Robotics, Springer, 2019, https://doi.org/10.1007/s12369-019-00513-2
13. E. Lithoxoidou, S. Doumpoulakis, A. Tsakiris, S. Krinidis, I. Paliokas, D. Ioannidis, K. Votis, C. Ziogou, S. Voutetakis, E. Elmasllari, D. Tzovaras, "A Novel Social Gamified Collaboration Platform Enriched with Shop-Floor Data and Feedback for the Improvement of the Productivity, Safety and Engagement in Factories", Computer & Industrial Engineering, Elsevier, accepted for publication.
14. I. Manakos, G. Kordelas, K. Marini, "Fusion of Sentinel-1 data with Sentinel-2 products to overcome non-favourable atmospheric conditions for the delineation of inundation maps", 2019, European Journal of Remote Sensing, DOI: 10.1080/22797254.2019.1596757
15. R. Marin-Perez, I. Michailidis, D. Garcia-Carrillo, C. Korkas, E. Kosmatopoulos, A. Skarmeta, "PLUG-N-HARVEST Architecture for Secure and Intelligent Management of Near-Zero Energy Buildings", Sensors, Vol. 19, Issue 4, pp. 843, 2019, DOI: https://doi.org/10.3390/s19040843, URL: https://www.mdpi.com/1424-8220/19/4/843
16. E. Markakis, Y. Nikoloudakis, G. Mastorakis, C. Mavromoustakis, E. Pallis, A. Sideris, N. Zotos, J. Antic, A. Cernivec, D. Fejzic, J. Kulovic, A. Drosou, K. Gianoutakis, D. Tzovaras, "Acceleration at the Edge for supporting SMEs Security: The H2020 FORTIKA Paradigm Internet of Things and Sensor Networks Series", IEEE Communications Magazine, accepted for publication.
17. F. Markatopoulou, V. Mezaris, I. Patras, "Implicit and Explicit Concept Relations in Deep Neural Networks for Multi-Label Video/Image Annotation", IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 6, pp. 1631-1644, June 2019 DOI:10.1109/TCSVT.2018.2848458.
18. G. Meditskos, E. Kontopoulos, S. Vrochidis, I. Kompatsiaris, "Converness: Ontology-driven Conversational Awareness and Context Understanding in Multimodal Dialogue Systems", Expert Systems, Special Issue on e-Health and Staying Smarter, 2019 (accepted for publication)
19. W. Mou, C. Tzelepis, V. Mezaris, H. Gunes, I. Patras, "A Deep Generic to Specific Recognition Model for Group Membership Analysis using Non-verbal Cues", Image and Vision Computing Journal, Elsevier, 2019. DOI:10.1016/j.imavis.2018.09.005.
20. C. Papadopoulos-Filelis, K. Giannoutakis, G. Gravvanis, P. Takako Endo, D. Tzovaras, S. Svorobej, T. Lynn, "Simulating large vCDN networks: A parallel approach, Simulation Modelling Practice and Theory", 2019, https://doi.org/10.1016/j.simpat.2019.01.001
21. K. Stefanidis, K. Apostolakis, A. Psaltis, K. Dimitropoulos, P. Daras, "Learning prosocial skills through multi-adaptive games: a case study", Journal of Computers in Education, Springer, Volume 6, Issue 1, pp 167–190, March 2019.
22. B. Takacs, Z. Vincze, H. Fassold, A. Karakottas, N. Zioulis, D. Zarpalas, P. Daras, "Hyper 360—Towards a Unified Tool Set Supporting Next Generation VR Film and TV Productions", Journal of Software Engineering and Applications (JSEA), Vol 12, Number 5, May 2019
23. T. Tegou , I. Kalamaras , M. Tsipouras, N. Giannakeas, K. Votis, D. Tzovaras, "A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults", Sensors 2019, 19(3), 452; https://doi.org/10.3390/s19030452 (registering DOI)
24. A. Tsolakis, I. Moschos, A. Zerzelidis, P. Tropios, S. Zikos, A. Tryferidis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Occupancy-based decision support system for building management: From automation to end-user persuasion", International Journal of Energy Research, pp. 1-20, 2019 (accepted for publication). Doi: https://doi.org/10.1002/er.4445
25. M. Tsourma, S. Zikos, G. Albanis, K. Apostolakis, E. Lithoxoidou, A. Drosou, D. Zarpalas, P. Daras, D. Tzovaras, "Gamification concepts for leveraging knowledge sharing in Industry 4.0", to International Journal of Serious Games, accepted for publication

Δημοσιεύσεις σε Συνέδρια

1. A. Moumtzidou, M. Bakratsas, S. Andreadis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Road passability estimation using deep neural networks and satellite image patches", Conference On Big Data From Space (BiDS’19), February 2019, Munich, Germany (accepted for publication)
2. S. Andreadis, A. Moumtzidou, D. Galanopoulos, F. Markatopoulou, K. Apostolidis, T. Mavropoulos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, I. Patras, "VERGE in VBS 2019", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11296, pp. 602-608, Jan. 2019.
3. K. Apostolidis, V. Mezaris, "Image Aesthetics Assessment using Fully Convolutional Neural Networks", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11295, pp. 361-373, Jan. 2019.
4. S. Aromaa, M. Tsourma, S. Zikos, E. Kaasinen, M. Kresposna, A. Drosou, D. Tzovaras, "User ex-perience of a social media based knowledge sharing system in industry work", International Conference on Human Interaction & Emerging Technologies (IHIET 2019), accepted for publication.
5. P. Barmpoutis, K. Dimitropoulos, K. Kaza, N. Grammalidis, "Fire Detection from Images using Faster R-CNN and Multidimensional Texture Analysis", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), Brighton, UK, 12-17 May 2019.
6. N. Bastas, T. Semertzidis, A. Axenopoulos, P. Daras, "evolve2vec: Learning Network Representations Using Temporal Unfolding", In: Kompatsiaris I., Huet B., Mezaris V., Gurrin C., Cheng WH., Vrochidis S. (eds) MultiMedia Modeling. MMM 2019. Lecture Notes in Computer Science, vol 11295. Springer, Cham, https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
7. A. Belmonte-Hernandez, T. Theodoridis, M. Burgos Gonzalez, G. Hernandez-Penaloza, V. Solachidis, J. Jimenez Ramos, F. Alvarez, N. Vretos, L. Carrasco, P. Daras, "A novel Framework for Physical Therapy Rehabilitation Monitoring and Assessment in Parkinson Disease Patients using Depth information", 12th International Conference on PErvasive Technologies Related to Assistive Environments Conference (PETRA 2019), June 5-7, 2019, Rhodes, Greece
8. K. Christaki, E. Christakis, P. Drakoulis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Subjective Visual Quality Assessment of Immersive 3D Media Compressed by Open-Source Static 3D Mesh Codecs", 25th International Conference on MultiMedia Modeling (MMM), Thessaloniki, Greece, January 8-11, 2019.
9. E. Kamateri, T. Tsikrika, S. Symeonidis, S. Vrochidis, W. Minker, I. Kompatsiaris, "A test collection for passage retrieval evaluation from health-related resources in Spanish", 41st European Conference on Information Retrieval (ECIR 2019), 14-18 April 2019, Cologne, Germany
10. F. Langenfeld, A. Axenopoulos, H. Benhabiles, P. Daras, A. Giachetti, X. Han, K. Hammoudi, D. Kihara, T. M. Lai, H. Liu, M. Melkemi, S. K. Mylonas, G. Terashi, Y. Wang, F. Windal, M. Montess, "SHREC’19 Protein Shape Retrieval Contest", 12th Eurographics Workshop on 3D Object Retrieval, 5-6 May 2019, Genova, Italy.
11. G. Vingione, G. Scarpino, L. Marzell, T. Pettengell, I. Gialampoukidis, S. Andreadis, S. Vrochidis, I. Kompatsiaris, B. Valentin, L. Gale, W.-K. Lee, W. Lee, M. Gienger, D. Hoppe, V. Sitokonstantinou, I. Papoutsis, C. Kontoes, F. Baruffi, M. Ferri, H. Yoon, A. Karppinen and A.-M. Harri, "EOPEN: Open interoperable platform for unified access and analysis of earth observation data", Conference On Big Data From Space (BiDS’19), February 2019, Munich, Germany (accepted for publication)
12. D. Galanopoulos, V. Mezaris, "Temporal Lecture Video Fragmentation using Word Embeddings", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11296, pp. 254-265, Jan. 2019.
13. D. Giakoumis, K. Votis, E. Altsitsiadis, S. Segkouli, I. Paliokas, D. Tzovaras, "Smart, Personalized and Adaptive ICT Solutions for Active, Healthy and Productive Ageing with enhanced Workability", PETRA 2019, June 5-7, Rhodes, Greece
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. A. Grammatikopoulou, K. Dimitropoulos, S. Bostantjopoulou, Z. Katsarou, N. Grammalidis, "Motion Analysis of Parkinson Diseased Patients using a Video Game Approach", 12th International Conference on Pervasive Technologies Related to Assistive Environments Conference, June 5-7, 2019, Rhodes, Greece
16. A. Ioannidou, E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris, "3D ResNets for 3D Object Classification", in proceedings MultiMedia Modeling (MMM) 2019, Lecture Notes in Computer Science, vol 11295. Springer, Cham
17. K. Christaki, K. Apostolakis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Space Wars: An AugmentedVR Game", 25th International Conference on MultiMedia Modeling (MMM), Thessaloniki, Greece, January 8-11, 2019.
18. K. Gkountakos, T. Semertzidis, G. T. Papadopoulos, P. Daras. "A Reliability Object Layer for Deep Hashing-Based Visual Indexing.", In: Kompatsiaris I., Huet B., Mezaris V., Gurrin C., Cheng WH., Vrochidis S. (eds) MultiMedia Modeling. MMM 2019. Lecture Notes in Computer Science, vol 11296. Springer, Cham
19. G. Kalpakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Identifying terrorism-related key actors in multidimensional social networks", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Jan. 2019.
20. N. Kolokas, S. Krinidis, A. Drosou, D. Ioannidis, D. Tzovaras, "Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings", 6th IEEE Control, Decision & Information Technologies (CoDIT2019), accepted for publication
21. M. Krestenitis, G. Orfanidis, K. Ioannidis, K. Avgerinakis, S. Vrochidis, I. Kompatsiaris, "Early Identification of Oil Spills in Satellite Images Using Deep CNNs", International Conference on MultiMedia Modeling, January 2019, Thessaloniki, Greece (accepted for publication)
22. L. Nixon, E. Apostolidis, F. Markatopoulou, I. Patras, V. Mezaris, "Hybrid Video Annotation for Retrieval and Discovery of Newsworthy Video in a News Verification Scenario", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11295, pp. 143-155, Jan. 2019.
23. A. Nizamis, J. Liang, D. Ioannidis, D. Tzovaras, "Digital Factory Modelling and Process-oriented Monitoring Framework for Industry 4.0", International Conference on Industry 4.0 and Artificial Intelligence Technologies(INAIT 2019),Cambridge, UK, 19-20 Aug. 2019 (to appear)
24. G. Palaiopanos, P. Stalidis, T. Semertzidis, N. Vretos, P. Daras, "Embedding Big Data in Graph Convolutional Networks", 25th International Conference on Engineering, Technology and Innovation (ICE/IEEE ITMC 2019), Sophia Antipolis Innovation Park, France, 17-19 June 2019.
25. K. Papachristou, T. Theodorou, St. Papadopoulos, A. Protogerou, A. Drosou, D. Tzovaras, "Runtime and Routing Security Policy Verification for Enhanced Quality of Service of IoT Networks", Global IoT Summit 2019 (GIoTS2019), accepted for publication.
26. G.T. Papadopoulos, A. Axenopoulos, D. Giakoumis, I. Kostavelis, A. Papadimitriou, S. Sillaurren, L. Bastida, O. S. Oguz, D. Wollherr, E. Garnics, V. Vouloutsi, P. Verschure, D. Tzovaras, P. Daras, "A hybrid human-robot collaborative environment for recycling electrical and electronic equipment", 5th IEEE Int. Conf. on Internet of People (IoP 2019), 19-23 August, Leicester, UK (accepted).
27. T. Theodoridis, V. Solachidis, K. Dimitropoulos, L. Gymnopoulos, P. Daras, "A Survey on AI Nutrition Recommender Systems", 12th International Conference on Pervasive Technologies Related to Assistive Environments Conference, June 5-7, 2019, Rhodes, Greece
28. T. Theodoridis, V. Solachidis, K. Dimitropoulos, L. Gymnopoulos, P. Daras, "Survey on AI Nutrition Recommender Systems", 12th International Conference on PErvasive Technologies Related to Assistive Environments Conference (PETRA 2019), June 5-7, 2019, Rhodes, Greece
29. A. Theodouli, S. Arakliotis, K. Moschou, K. Votis, D. Tzovaras, "On the design of a Blockchain-based system to facilitate Healthcare Data Sharing", In 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) (pp. 1374-1379). IEEE. (2018, August)
30. I. Vagliano, A. Fessl, F. Guenther, T. Koehler, V. Mezaris, A. Saleh, A. Scherp, I. Simic, "Training Researchers with the MOVING Platform", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11296, pp. 560-565, Jan. 2019.
31. Κ. Zafeirouli, Α. Dimou, A. Axenopoulos, P. Daras, "Efficient, Lightweight, Coordinate-Based Network for Image Super Resolution", 25th International Conference on Engineering, Technology and Innovation (ICE/IEEE ITMC 2019), Sophia Antipolis Innovation Park, France, 17-19 June 2019.
32. M. Zampoglou, F. Markatopoulou, G. Mercier, D. Touska, E. Apostolidis, S. Papadopoulos, R. Cozien, I. Patras, V. Mezaris, I. Kompatsiaris, "Detecting tampered videos with multimedia forensics and deep learning", Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11295, pp. 374-386, Jan. 2019.

Κεφάλαια Βιβλίων

1. I. Kompatsiaris, B. Huet, V. Mezaris, C. Gurrin, W.-H. Cheng, S. Vrochidis (Eds.), "MultiMedia Modeling", “25th Int. Conf., MMM 2019, Thessaloniki, Greece, Proceedings, Part I”, Springer LNCS vol. 11295, Jan. 2019.
2. I. Kompatsiaris, B. Huet, V. Mezaris, C. Gurrin, W.-H. Cheng, S. Vrochidis (Eds.), "MultiMedia Modeling", “25th Int. Conf., MMM 2019, Thessaloniki, Greece, Proceedings, Part II”, Springer LNCS vol. 11296, Jan. 2019. https://www.springer.com/gp/book/9783030057152
3. F. Markatopoulou, D. Galanopoulos, C. Tzelepis, V. Mezaris, I. Patras, "Concept-Based and Event-Based Video Search in Large Video Collections", in book "Big Data Analytics for Large-Scale Multimedia Search", S. Vrochidis, B. Huet, E. Chang, I. Kompatsiaris (Eds.), ISBN: 9781119376972 (Hardcover), 9781119376996 (online), Wiley, March 2019. https://doi.org/10.1002/9781119376996.ch2