Resultado final Demonstrators, pilots, prototypes (12) Stress level detection techniques v1 Initial version of the body sensordriven and acoustic signaldriven techniques for the detection of the stress level of a given subject as well as the presentation of the ensemble model formed by both types of techniques Multi-sourced 3D reconstruction of outdoors spaces Tools for 3D reconstruction of exterior spaces based on multiple input sources Spoken and written language analysis techniques v1 Initial version of the automatic speech recognition and written language analysis techniques accompanied by an outline of their design and functionality Outdoors localization algorithms & tools v1 Initial version of exterior localization algorithms tools Semantic representation, fusion and reasoning-based decision support system for situation awareness v1 Deliverable for the initial design and implementation of the semantic representation framework and models to encode the knowledge and deploy mechanisms for semantic integration of information from heterogeneous sources into the ontologies Implementation of the DSS Prototypes and mobile development v1 This iterative deliverable will document the different development phases of xR4DRAMA platform and its architecture GIS system xR environment and awareness apps Sensor data analysis for situation awareness v1 This deliverable will describe the smart wearables sensors analysis techniques for activity recognition Multilingual information generation techniques v2 Final version of the multilingual information generation techniques that will cover all three xR4DRAMA languages English German and Italian VR authoring tool v1 Initial authoring tool for interactive VR environments of the use cases AR interactive environment and applications Initial version of the AR visualizations uninterrupted navigation and scene understanding techniques Multilingual information generation techniques Initial version of the multilingual information generation techniques that will cover all three xR4DRAMA languages English German and Italian VR environment and collaborative tools v1 Initial VR application enabling collaborative presence of multiple actors Documents, reports (7) Pilot use cases and initial user requirements This deliverable will describe the initial pilot use cases as well as the user requirements with regard to the two pilot use cases It will also include a short outline of the requirements evaluationpriorisation methodology Roadmap towards the implementation of the xR4DRAMA platform D51 will provide the time plan for the development of the xR4DRAMA platform It will specify the functionality of the modules that will be developed within xR4DRAMA and of the platform as a whole In addition it will provide the specifications for the technical infrastructure and a detailed description of the resources needed to achieve the aforementioned functionality Technical requirements and architecture This deliverable contains the technical requirements that will be taken into account during the implementation of the xR4DRAMA platform In addition it describes the functionalities that will be supported by the platform The deliverable will also present the UI and UX prototypes that are going to be deployed for xR4DRAMA purposes Finally it outlines the system architecture that will be used for the implementation of the platform prototypes Report on dissemination, collaboration and standardization activities This deliverable will present the initial and updated version of the projects report on the undertaken dissemination collaboration and standardization activities The updated version will also include the public showcase of the project results T75 Final user requirements This deliverable will describe the prioritized and refined user requirements with regard to the two pilot use cases Dissemination and communication strategy This deliverable presents the initial dissemination plan of the project and the creation of the projects communication material eg project identity website flyers presence in social media presentations etc Participation in conferences and workshops are being planned KPIs for all activities will be developed xR4DRAMA Ethics Guide This report will act as a guidance for the xR4DRAMA consortium towards compliance with the EU data protection rules and ethical principles Open Research Data Pilot (1) Public final activity report and final self-assessment This deliverable will contain i the consortium presentation and the objectives of xR4DRAMA ii a summary of the project results iii the management of the data generated in xR4DRAMA iv the assessment against the performance indicators defined in D12 and v the impact achieved by the project Publicaciones Conference proceedings (17) xR4DRAMA: Enhancing situation awareness using immersive (XR) technologies Autores: S. Symeonidis, S. Diplaris, N. Heise, T. Pistola, A. Tsanousa, G. Tzanetis, E. Batziou, C. Stentoumis, I. Kalisperakis, S. Freitag, Y. Shekhawat, R. Paradiso, M. Pacelli, J. Codina, S. Mille, M. Marimon, M. Ferri, D. Norbiato, M. Monego, A. Karakostas, S. Vrochidis Publicado en: 2021 Editor: IEEE International Conference on Intelligent Reality (ICIR 2021) How much pretraining data do language models need to learn syntax? Autores: P��rez-Mayos, Laura; Ballesteros, Miguel; Wanner, Leo Publicado en: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Issue 1, 2021 Editor: Association for Computational Linguistics DOI: 10.48550/arxiv.2109.03160 Text-in-Context: Token-Level Error Detection for Table-to-Text Generation Autores: Zdeněk Kasner, Simon Mille, Ondřej Dušek Publicado en: 2021 Editor: 14th International Conference on Natural Language Generation (INLG) Another PASS: A reproduction study of the human evaluation of a football report generation system. Autores: Simon Mille, Thiago Castro Ferreira, Anya Belz, Brian Davis Publicado en: In Proceedings of the 14th International Conference on Natural Language Generation, 2021, Page(s) 286-292 Editor: Association for Computational Linguistics xR4DRAMA: Enhancing situation awareness using immersive (XR) technologies. Autores: S. Symeonidis, S. Diplaris, N. Heise, T. Pistola, A. Tsanousa, G. Tzanetis, E. Batziou, C. Stentoumis, I. Kalisperakis, S. Freitag, Y. Shekhawat, R. Paradiso, M. Pacelli, J. Codina, S. Mille, M. Marimon, M. Ferri, D. Norbiato, M. Monego, A. Karakostas, S. Vrochidis Publicado en: In 2021 IEEE International Conference on Intelligent Reality (ICIR), 2021, Page(s) pp. 1-8, ISBN 978-1-6654-0347-4 Editor: IEEE DOI: 10.1109/icir51845.2021.00010 Human Activity Recognition with IMU and Vital Signs Feature Fusion. Autores: Vasileios-Rafail Xefteris, Athina Tsanousa, Thanassis Mavropoulos, Georgios Meditskos, Stefanos Vrochidis, and Ioannis Kompatsiaris Publicado en: In MultiMedia Modeling: 28th International Conference, MMM 2022, Issue Lecture Notes in Computer Science, vol 13141, 2022, Page(s) 287-298, ISBN 978-3-030-98358-1 Editor: Cham: Springer International Publishing DOI: 10.1007/978-3-030-98358-1_23 Low-Light Image Enhancement Based on U-Net and Haar Wavelet Pooling. Autores: Batziou, E., Ioannidis, K., Patras, I., Vrochidis, S., & Kompatsiaris, I. Publicado en: In MultiMedia Modeling: 29th International Conference, MMM 2023, Issue Proceedings, Part II, 2023, Page(s) 510-522 Editor: Cham: Springer Nature Human activity recognition with IMU and vital signs feature fusion Autores: Vasileios-Rafail Xefteris, Athina Tsanousa, Thanassis Mavropoulos, Georgios Meditskos, Stefanos Vrochidis, and Ioannis Kompatsiaris Publicado en: 2021 Editor: 28th International Conference on Multimedia Modelling (MMM2022) Sentiment analysis on 2D images of urban and indoor spaces using deep learning architectures. Autores: Chatzistavros, K., Pistola, T., Diplaris, S., Ioannidis, K., Vrochidis, S., & Kompatsiaris, I. Publicado en: In Proceedings of the 19th International Conference on Content-based Multimedia Indexing, 2022, Page(s) 43-49, ISBN 978-1-4503-9720-9 Editor: Association for Computing Machinery DOI: 10.1145/3549555.3549575 Stress detection based on wearable physiological sensors: Laboratory and real-life pilot scenario application. Autores: Xefteris, V. R., Tsanousa, A., Symeonidis, S., Diplaris, S., Zaffanela, F., Monego, M., ... & Kompatsiaris, I. (2023) Publicado en: SIGNAL 2023 : The Eighth International Conference on Advances in Signal, Image and Video Processing, 2023, ISBN 978-1-68558-057-5 Editor: IARIA Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System Autores: Simon Mille, Thiago Castro Ferreira, Anya Belz, Brian Davis Publicado en: 2021 Editor: 14th International Conference on Natural Language Generation (INLG) Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models Autores: Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner Publicado en: 2021 Editor: Findings of the Association for Computational Linguistics XR4DRAMA Knowledge Graph: A Knowledge Graph for Disaster Management. Autores: Vassiliades, A., Symeonidis, S., Diplaris, S., Tzanetis, G., Vrochidis, S., Bassiliades, N., & Kompatsiaris, I. Publicado en: In 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 2023 Editor: IEEE DOI: 10.5281/zenodo.7456917 Machine learning techniques and Big Data analysis for flood risk management, assessment of droughts and other extreme climate events: different approaches. Autores: Ferri, M., Lombardo, F., Norbiato, D., Fiorin, R., Monego, M., & Napolitano, L. Publicado en: In Workshop on Statistical Hydrology, Issue Vol. 17, 2022, Page(s) p. 20 Editor: STAHY2022 Text-in-context: Token-level error detection for table-to-text generation. Autores: Kasner, Z., Mille, S., & Dušek, O. Publicado en: In Proceedings of the 14th International Conference on Natural Language Generation, 2021, Page(s) 259-265 Editor: Association for Computational Linguistics Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models. Autores: Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner Publicado en: In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2021 Editor: Association for Computational Linguistics DOI: 10.18653/v1/2021.findings-acl.333 XR4DRAMA Knowledge Graph: A Knowledge Graph for Media Planning. Autores: Vassiliades, A., Symeonidis, S., Diplaris, S., Tzanetis, G., Vrochidis, S. & Kompatsiaris, I. (2023). Publicado en: In Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Issue Volume 3, 2022 Editor: ICAART DOI: 10.5281/zenodo.7437308 Peer reviewed articles (4) An Extended Reality system for situation awareness in flood management and media production planning. Autores: Symeonidis, S., Samaras, S., Stentoumis, C., Plaum, A., … & Vrochidis, S. Publicado en: Electronics, 2023, ISSN 2079-9292 Editor: MDPI DOI: 10.3390/electronics12122569 Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection. Autores: Kosti, M. V., Georgakopoulou, N., Diplaris, S., Pistola, T., Chatzistavros, K., Xefteris, V. R., ... & Kompatsiaris, I. Publicado en: Sensors, Issue 23(8), 2023, ISSN 1424-8220 Editor: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s23084130 Stress detection based on physiological sensor and audio signals, and a late fusion framework: An experimental study and public dataset Autores: Xefteris V , Dominguez M , Grivolla J , Tsanousa A , Zaffanela F , Monego M , Symeonidis S , Diplaris S , Wanner L , Vrochidis S , Kompatsiaris I Publicado en: Scientific Reports, 2023, ISSN 2045-2322 Editor: Nature Publishing Group DOI: 10.21203/rs.3.rs-2877621/v1 XR4DRAMA a knowledge-based system for disaster management and media planning Autores: Vassiliades, A., Stathopoulos-Kampilis, G., Antzoulatos, G. , Symeonidis, S., Diplaris, S., Tzanetis, G., Vrochidis, S., Bassiliades, N., & Kompatsiaris, I. Publicado en: The Knowledge Engineering Review, 2023, ISSN 1469-8005 Editor: Cambridge University Press Buscando datos de OpenAIRE... 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