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 | 1213 | 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 | 921 | 2022 |
Rescaling egocentric vision: Collection, pipeline and challenges for epic-kitchens-100 D Damen, H Doughty, GM Farinella, A Furnari, E Kazakos, J Ma, ... International Journal of Computer Vision, 1-23, 2022 | 673* | 2022 |
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 | 266 | 2020 |
Computer vision for assistive technologies M Leo, G Medioni, M Trivedi, T Kanade, GM Farinella Computer Vision and Image Understanding 154, 1-15, 2017 | 265 | 2017 |
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 | 215 | 2019 |
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 | 173 | 2020 |
Objective estimation of body condition score by modeling cow body shape from digital images G Azzaro, M Caccamo, JD Ferguson, S Battiato, GM Farinella, ... Journal of dairy science 94 (4), 2126-2137, 2011 | 161 | 2011 |
Retrieval and classification of food images GM Farinella, D Allegra, M Moltisanti, F Stanco, S Battiato Computers in biology and medicine 77, 23-39, 2016 | 124 | 2016 |
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 | 117 | 2017 |
Digital mosaic frameworks‐An overview S Battiato, G Di Blasi, GM Farinella, G Gallo computer graphics forum 26 (4), 794-812, 2007 | 112 | 2007 |
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 | 111 | 2021 |
A benchmark dataset to study the representation of food images GM Farinella, D Allegra, F Stanco European Conference on Computer Vision, 584-599, 2014 | 106 | 2014 |
A survey on human-aware robot navigation R Möller, A Furnari, S Battiato, A Härmä, GM Farinella Robotics and Autonomous Systems 145, 103837, 2021 | 102 | 2021 |
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 | 101 | 2024 |
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 | 93 | 2018 |
Experimental methodology for digital breast shape analysis and objective surgical outcome evaluation G Catanuto, A Spano, A Pennati, E Riggio, GM Farinella, G Impoco, ... Journal of Plastic, Reconstructive & Aesthetic Surgery 61 (3), 314-318, 2008 | 90 | 2008 |
Survey on visual sentiment analysis A Ortis, GM Farinella, S Battiato IET Image Processing 14 (8), 1440-1456, 2020 | 89 | 2020 |
Classifying food images represented as bag of textons GM Farinella, M Moltisanti, S Battiato 2014 IEEE International Conference on Image Processing (ICIP), 5212-5216, 2014 | 89 | 2014 |
Semantic segmentation of images exploiting DCT based features and random forest D Ravì, M Bober, GM Farinella, M Guarnera, S Battiato Pattern Recognition 52, 260-273, 2016 | 84 | 2016 |