Selected Publications

Alygizakis, N., Giannakopoulos, T., Τhomaidis, N. S., & Slobodnik, J. Detecting the sources of chemicals in the Black Sea using non-target screening and deep learning convolutional neural networks Science of The Total Environment, 157554 (2022), html
Petrogianni, A., Koromilas, P., & Giannakopoulos, T. Film Shot Type Classification Based on Camera Movement Styles Iberian Conference on Pattern Recognition and Image Analysis (pp. 602-615), 2022 html
M. Moutti, S. Eleftheriou, P. Koromilas, T. Giannakopoulos A Dataset for Speech Emotion Recognition in Greek Theatrical Plays 13th Conference on Language Resources and Evaluation (LREC 2022), pages 1040–1046 pdf
Tsitos, A. C., Dagioglou, M., & Giannakopoulos, T. Real-time feasibility of a human intention method evaluated through a competitive human-robot reaching game 2022 ACM/IEEE International Conference on Human-Robot Interaction (pp. 1080-1084) html
Dagioglou, M., Soulounias, N., & Giannakopoulos, T. Object Size Prediction from Hand Movement Using a Single RGB Sensor International Conference on Human-Computer Interaction (pp. 369-386), 2022 html
Koromilas, P., & Giannakopoulos, T. Deep multimodal emotion recognition on human speech: A review Applied Sciences, 11(17), 7962 (2021). pdf
Paraskevoudis, K., & Giannakopoulos, T. Instrument Playing Technique Recognition: A Greek Music Use Case In Worldwide Music Conference (pp. 124-136). Springer (2021) html
Psallidas, T., Koromilas, P., Giannakopoulos, T., & Spyrou, E. Multimodal Summarization of User-Generated Videos Applied Sciences, 11(11), 5260. (2021) pdf
Psallidas, T., Mitsou, A., Pikramenos, G., Spyrou, E., & Giannakopoulos, T. ARCHEO: A Dataset for Sound Event Detection in Areas of Touristic Interest 2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA (pp. 1-6). IEEE. html
Giannakopoulos, T., Orfanidi, M., & Perantonis, S. Athens Urban Soundscape (ATHUS): A Dataset for Urban Soundscape Quality Recognition. In International Conference on Multimedia Modeling (pp. 338-348). Springer, Cham., 2019 pdf
Pikramenos, G., Smyrnis, G., Vernikos, I., Konidaris, T., Spyrou, E., & Perantonis, S Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. In ICPRAM (pp. 361-369) 2019 pdf
Papakostas, Michalis, and Theodoros Giannakopoulos Speech-music discrimination using deep visual feature extractors Expert Systems with Applications 114 (2018): 334-344. pdf
Sarafianos, N., Giannakopoulos, T., Nikou, C., & Kakadiaris, I. A. Curriculum learning of visual attribute clusters for multi-task classification Pattern Recognition, 80, 94-108., 2018 pdf
Bougiatiotis, Konstantinos, and Theodoros Giannakopoulos Enhanced movie content similarity based on textual, auditory and visual information. Expert Systems with Applications 96 (2018): 86-102. pdf
Papakostas, M., Tsiakas, K., Giannakopoulos, T., & Makedon, F. Towards predicting task performance from EEG signals 2017 IEEE International Conference on Big Data (Big Data) (pp. 4423-4425) pdf
Sarafianos, N., Giannakopoulos, T., Nikou, C., & Kakadiaris, I. A. Curriculum learning for multi-task classification of visual attributes 2017 In Proceedings of the IEEE International Conference on Computer Vision Workshops (pp. 2608-2615) pdf
Korakakis, M., Spyrou, E., Mylonas, P., & Perantonis, S. Exploiting social media information toward a context-aware recommendation system Social Network Analysis and Mining, 7(1), 42., 2017 html
Sarafianos, N., Giannakopoulos, T., & Petridis, S. Audio-visual speaker diarization using fisher linear semi-discriminant analysis. Multimedia Tools and Applications, 75(1), 115-130, 2016 pdf
Spyrou, E., & Mylonas, P. Analyzing Flickr metadata to extract location-based information and semantically organize its photo content. Neurocomputing, 172, 114-133., 2016 html
Giannakopoulos Theodoros pyaudioanalysis: An open-source python library for audio signal analysis. PloS one 10.12 (2015): e0144610. html