Computer Vision.

Publications related to fire, flood and smoke detection:

  • Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2012, November). Smoke detection using temporal HOGHOF descriptors and energy colour statistics from video. In International workshop on multi-sensor systems and networks for fire detection and management.
  • Avgerinakis, K., Giannakeris, P., Briassouli, A., Karakostas, A., Vrochidis, S., & Kompatsiaris, I. (2017). “LBP-flow and hybrid encoding for real-time water and fire classification”. In Proceedings of the IEEE International Conference on Computer Vision (pp. 412-418).
  • Avgerinakis, K., Moumtzidou, A., Andreadis, S., Michail, E., Gialampoukidis, I., Vrochidis, S., & Kompatsiaris, I. (2017, September). Visual and Textual Analysis of Social Media and Satellite Images for Flood Detection@ Multimedia Satellite Task MediaEval 2017. In MediaEval.
  • Giannakeris, P., Avgerinakis, K., Karakostas, A., Vrochidis, S., & Kompatsiaris, I. (2018, June). People and vehicles in danger-A fire and flood detection system in social media. In 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) (pp. 1-5). IEEE.
  • Kaltsa, V., Avgerinakis, K., Briassouli, A., Kompatsiaris, I., & Strintzis, M. G. (2018). Dynamic texture recognition and localization in machine vision for outdoor environments. Computers in Industry, 98, 1-13.

Publications related to ADAS & Traffic Management:

  • Avgerinakis, K., Giannakeris, P., Briassouli, A., Karakostas, A., Vrochidis, S., & Kompatsiaris, I. (2017). Intelligent traffic city management from surveillance systems (CERTH-ITI). IEEE Smart World 2017, NVIDIA AI city challenge.
  • Giannakeris, P., Kaltsa, V., Avgerinakis, K., Briassouli, A., Vrochidis, S., & Kompatsiaris, I. (2018). Speed estimation and abnormality detection from surveillance cameras. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (pp. 93-99).

Publications related to Human Activity Recognition & Detection:

  • Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2013, July). Recognition of activities of daily living for smart home environments. In 2013 9th International Conference on Intelligent Environments (pp. 173-180). IEEE.
  • Avgerinakis, K., Briassouli, A., & Kompatsiaris, Y. (2016). Activity detection using sequential statistical boundary detection (ssbd). Computer Vision and Image Understanding, 144, 46-61.
  • Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2015). Activity detection and recognition of daily living events. In Health Monitoring and Personalized Feedback using Multimedia Data (pp. 139-160). Springer, Cham.
  • Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2015). Activities of daily living recognition using optimal trajectories from motion boundaries. Journal of Ambient Intelligence and smart environments, 7(6), 817-834.
  • Avgerinakis, K., Adam, K., Briassouli, A., & Kompatsiaris, Y. (2015, September). Moving camera human activity localization and recognition with motionplanes and multiple homographies. In 2015 IEEE International Conference on Image Processing (ICIP) (pp. 2085-2089). IEEE.
  • Tachos, S., Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2017). Mining discriminative descriptors for goal-based activity detection. Computer Vision and Image Understanding, 160, 73-86.
  • Tachos, S., Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2015). Appearance and Depth for Rapid Human Activity Recognition in Real Applications. In BMVC (pp. 38-1).
  • Giannakeris, P., Avgerinakis, K., Vrochidis, S., & Kompatsiaris, I. (2018, September). Activity Recognition from Wearable Cameras. In 2018 International Conference on Content-Based Multimedia Indexing (CBMI) (pp. 1-6). IEEE.
  • Poularakis, S., Avgerinakis, K., Briassouli, A., & Kompatsiaris, I. (2017). Efficient motion estimation methods for fast recognition of activities of daily living. Signal Processing: Image Communication, 53, 1-12.

Semantic Technologies

Add here publications of Stratos & Panos

Augmented Intelligence

Publications related to Internet of Things:

  • Kosmides, P., Demestichas, K., Adamopoulou, E., Koutsouris, N., Oikonomidis, Y., & De Luca, V. (2018, August). Inlife: Combining real life with serious games using iot. In 2018 IEEE Conference on Computational Intelligence and Games (CIG) (pp. 1-7). IEEE.
  • Kosmides, P., Demestichas, K., Adamopoulou, E., Koutsouris, N., Loumiotis, I., Ortega, V., & Mureddu, L. (2018, October). InLife ecosystem: creating Serious Games with IoT features. In 2018 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) (pp. 299-304). IEEE.
  • Koutsouris, N., Kosmides, P., Demestichas, K., Adamopoulou, E., Giannakopoulou, K., & De Luca, V. (2018, October). InLife: a platform enabling the exploitation of IoT and gamification in healthcare. In 2018 14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (pp. 224-230). IEEE.

Publications related to Intelligent Transport Systems:

  • Kosmides, P., Lambrinos, L., Asthenopoulos, V., Demestichas, K., & Adamopoulou, E. (2016, June). A clustering based approach for energy efficient routing. In 2016 IEEE Symposium on Computers and Communication (ISCC) (pp. 232-237). IEEE.
  • Loumiotis, I., Demestichas, K., Adamopoulou, E., Kosmides, P., Asthenopoulos, V., & Sykas, E. (2018, September). Road Traffic Prediction Using Artificial Neural Networks. In 2018 South-Eastern European Design Automation, Computer Engineering, Computer Networks and Society Media Conference (SEEDA_CECNSM) (pp. 1-5). IEEE.
  • Demestichas, K., Adamopoulou, E., Asthenopoulos, V., & Kosmides, P. (2017). Robust and cost-efficient experimental design for technical tests of information and communication technology-based solutions in the automotive sector. IET Intelligent Transport Systems, 11(7), 368-378.
  • Asthenopoulos, V., Kosmides, P., Adamopoulou, E., & Demestichas, K. (2014, November). Intelligent energy consumption estimation for electric vehicles: Business processes and services. In 2014 International Conference on Connected Vehicles and Expo (ICCVE) (pp. 293-298). IEEE.

Publications related to Machine Learning:

  • Kosmides, P., Demestichas, K., Adamopoulou, E., Remoundou, C., Loumiotis, I., Theologou, M., & Anagnostou, M. (2016). Providing recommendations on location-based social networks. Journal of Ambient Intelligence and Humanized Computing, 7(4), 567-578.
  • Kosmides, P., Remoundou, C., Demestichas, K., Loumiotis, I., Adamopoulou, E., & Theologou, M. (2014, September). A location recommender system for location-based social networks. In 2014 International Conference on Mathematics and Computers in Sciences and in Industry (pp. 277-280). IEEE.
  • Loumiotis, I., Adamopoulou, E., Demestichas, K., Kosmides, P., & Theologou, M. (2014, November). Artificial neural networks for traffic prediction in 4G networks. In International Wireless Internet Conference (pp. 141-146). Springer, Cham.

Publications related to Natural Language Processing:

  • M Choras, M Pawlicki, R. Kozik, K. Demestichas, P. Kosmides, M. Gupta, “SocialTruth Project Approach to Online Disinformation (Fake News) Detection and Mitigation”, International Conference on Availability, Reliability and Security (ARES 2019), 26-29 August 2019, Canterbury, UK.
  • R. Kozik, M. Choras, M. Pawlicki, W. Hołubowicz, D. Pallmer, W. Mueller, E.J. Behmer, I. Loumiotis, K. Demestichas, R. Horincar, C. Laudy and D. Faure, “The Identification and Creation of Ontologies for the use in Law Enforcement AI solutions”, The 11th International Conference Computational Collective Intelligence, 4-6 September 2019, Hendaye, France.