| Comparison of fine-tuning and extension strategies for deep convolutional neural networks N Pittaras, F Markatopoulou, V Mezaris, I Patras MultiMedia Modeling: 23rd International Conference, MMM 2017, Reykjavik …, 2017 | 79 | 2017 |
| Implicit and explicit concept relations in deep neural networks for multi-label video/image annotation F Markatopoulou, V Mezaris, I Patras IEEE transactions on circuits and systems for video technology 29 (6), 1631-1644, 2018 | 65 | 2018 |
| Query and keyframe representations for ad-hoc video search F Markatopoulou, D Galanopoulos, V Mezaris, I Patras Proceedings of the 2017 ACM on international conference on multimedia …, 2017 | 57 | 2017 |
| ITI-CERTH participation to TRECVID 2013 F Markatopoulou, A Moumtzidou, C Tzelepis, K Avgerinakis, N Gkalelis, ... TRECVID 2013 Workshop, Gaithersburg, MD, USA, 2013 | 53 | 2013 |
| Dynamic ensemble pruning based on multi-label classification F Markatopoulou, G Tsoumakas, I Vlahavas Neurocomputing 150, 501-512, 2015 | 40 | 2015 |
| Detecting tampered videos with multimedia forensics and deep learning M Zampoglou, F Markatopoulou, G Mercier, D Touska, E Apostolidis, ... MultiMedia Modeling: 25th International Conference, MMM 2019, Thessaloniki …, 2019 | 35 | 2019 |
| Deep multi-task learning with label correlation constraint for video concept detection F Markatopoulou, V Mezaris, I Patras Proceedings of the 24th ACM international conference on Multimedia, 501-505, 2016 | 25 | 2016 |
| Instance-based ensemble pruning via multi-label classification F Markatopoulou, G Tsoumakas, I Vlahavas 2010 22nd IEEE International Conference on Tools with Artificial …, 2010 | 23 | 2010 |
| Cascade of classifiers based on binary, non-binary and deep convolutional network descriptors for video concept detection F Markatopoulou, V Mezaris, I Patras 2015 IEEE International Conference on Image Processing (ICIP), 1786-1790, 2015 | 21 | 2015 |
| A study on the use of a binary local descriptor and color extensions of local descriptors for video concept detection F Markatopoulou, N Pittaras, O Papadopoulou, V Mezaris, I Patras MultiMedia Modeling 8935, 282-293, 2015 | 21 | 2015 |
| A comparative study on the use of multi-label classification techniques for concept-based video indexing and annotation F Markatopoulou, V Mezaris, I Kompatsiaris MultiMedia Modeling: 20th Anniversary International Conference, MMM 2014 …, 2014 | 21 | 2014 |
| Local Features and a Two-layer Stacking Architecture for Semantic Concept Detection in Video F Markatopoulou, V Mezaris, N Pittaras, I Patras IEEE Transactions on Emerging Topics in Computing, 1-12, 2015 | 19 | 2015 |
| Online multi-task learning for semantic concept detection in video F Markatopoulou, V Mezaris, I Patras 2016 IEEE International Conference on Image Processing (ICIP), 186-190, 2016 | 15 | 2016 |
| Verge: A multimodal interactive search engine for video browsing and retrieval A Moumtzidou, T Mironidis, E Apostolidis, F Markatopoulou, A Ioannidou, ... MultiMedia Modeling: 22nd International Conference, MMM 2016, Miami, FL, USA …, 2016 | 13 | 2016 |
| ITI-CERTH participation to TRECVID 2014 N Gkalelis, F Markatopoulou, A Moumtzidou, D Galanopoulos, ... TRECVID 2013 Workshop, Gaithersburg, MD, USA, 2014 | 13 | 2014 |
| ITI-CERTH participation in TRECVID 2018. K Avgerinakis, A Moumtzidou, D Galanopoulos, G Orfanidis, S Andreadis, ... TRECVID, 2018 | 11 | 2018 |
| Concept language models and event-based concept number selection for zero-example event detection D Galanopoulos, F Markatopoulou, V Mezaris, I Patras Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017 | 11 | 2017 |
| Verge in vbs 2017 A Moumtzidou, T Mironidis, F Markatopoulou, S Andreadis, ... International Conference on Multimedia Modeling, 486-492, 2016 | 11 | 2016 |
| Multimodal video annotation for retrieval and discovery of newsworthy video in a news verification scenario L Nixon, E Apostolidis, F Markatopoulou, I Patras, V Mezaris MultiMedia Modeling: 25th International Conference, MMM 2019, Thessaloniki …, 2019 | 9 | 2019 |
| Verge in VBS 2019 S Andreadis, A Moumtzidou, D Galanopoulos, F Markatopoulou, ... MultiMedia Modeling: 25th International Conference, MMM 2019, Thessaloniki …, 2019 | 8 | 2019 |
