| Scaling egocentric vision: The epic-kitchens dataset D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ... Proceedings of the European Conference on Computer Vision (ECCV), 720-736, 2018 | 1151 | 2018 |
| Ego4d: Around the world in 3,000 hours of egocentric video K Grauman, A Westbury, E Byrne, Z Chavis, A Furnari, R Girdhar, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 809 | 2022 |
| Rescaling egocentric vision D Damen, H Doughty, GM Farinella, A Furnari, E Kazakos, J Ma, ... arXiv preprint arXiv:2006.13256, 2020 | 474* | 2020 |
| The epic-kitchens dataset: Collection, challenges and baselines D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (11), 4125 …, 2020 | 244 | 2020 |
| What would you expect? anticipating egocentric actions with rolling-unrolling lstms and modality attention A Furnari, GM Farinella Proceedings of the IEEE/CVF International conference on computer vision …, 2019 | 207 | 2019 |
| Will Price, and Michael Wray D Damen, H Doughty, GM Farinella, A Furnari, J Ma, E Kazakos, ... Rescaling egocentric vision. CoRR, abs/2006.13256 1 (2), 5, 2020 | 202* | 2020 |
| Rolling-unrolling lstms for action anticipation from first-person video A Furnari, GM Farinella IEEE transactions on pattern analysis and machine intelligence 43 (11), 4021 …, 2020 | 162 | 2020 |
| Next-active-object prediction from egocentric videos A Furnari, S Battiato, K Grauman, GM Farinella Journal of Visual Communication and Image Representation 49, 401-411, 2017 | 113 | 2017 |
| The meccano dataset: Understanding human-object interactions from egocentric videos in an industrial-like domain F Ragusa, A Furnari, S Livatino, GM Farinella Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 103 | 2021 |
| A survey on human-aware robot navigation R Möller, A Furnari, S Battiato, A Härmä, GM Farinella Robotics and Autonomous Systems 145, 103837, 2021 | 99 | 2021 |
| Leveraging uncertainty to rethink loss functions and evaluation measures for egocentric action anticipation A Furnari, S Battiato, G Maria Farinella Proceedings of the European conference on computer vision (ECCV) workshops, 0-0, 2018 | 90 | 2018 |
| Deep learning for assistive computer vision M Leo, A Furnari, GG Medioni, M Trivedi, GM Farinella Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018 | 66 | 2018 |
| Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives K Grauman, A Westbury, L Torresani, K Kitani, J Malik, T Afouras, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 61 | 2024 |
| An integrated system for vehicle tracking and classification S Battiato, GM Farinella, A Furnari, G Puglisi, A Snijders, J Spiekstra Expert Systems with Applications 42 (21), 7263-7275, 2015 | 60 | 2015 |
| Recognizing personal locations from egocentric videos A Furnari, GM Farinella, S Battiato IEEE Transactions on Human-Machine Systems 47 (1), 6-18, 2016 | 59 | 2016 |
| Food vs Non-Food Classification F Ragusa, V Tomaselli, A Furnari, S Battiato, GM Farinella | 47 | 2016 |
| Predicting the future from first person (egocentric) vision: A survey I Rodin, A Furnari, D Mavroeidis, GM Farinella Computer Vision and Image Understanding 211, 103252, 2021 | 45 | 2021 |
| EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision F Ragusa, A Furnari, S Battiato, G Signorello, GM Farinella Pattern Recognition Letters 131, 150-157, 2020 | 45 | 2020 |
| Knowledge distillation for action anticipation via label smoothing G Camporese, P Coscia, A Furnari, GM Farinella, L Ballan 2020 25th international conference on pattern recognition (ICPR), 3312-3319, 2021 | 42 | 2021 |
| Will Price, et al. 2018. Scaling egocentric vision: The epic-kitchens dataset D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ... Proceedings of the European Conference on Computer Vision (ECCV), 720-736, 0 | 42 | |
Giovanni Maria FarinellaUniversity of CataniaEmail verificata su dmi.unict.it
