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Antonino Furnari
Antonino Furnari
Assistant Professor at the University of Catania
Verified email at unict.it - Homepage
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Year
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
9502018
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
4632022
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
2402022
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
1862019
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
1782020
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
1742020
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
1232020
Rescaling egocentric vision
D Damen, H Doughty, GM Farinella, A Furnari, E Kazakos, J Ma, ...
arXiv preprint arXiv:2006.13256, 2020
1102020
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
912017
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
772021
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
772018
A survey on human-aware robot navigation
R Möller, A Furnari, S Battiato, A Härmä, GM Farinella
Robotics and Autonomous Systems 145, 103837, 2021
722021
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
632018
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
602015
Recognizing personal locations from egocentric videos
A Furnari, GM Farinella, S Battiato
IEEE Transactions on Human-Machine Systems 47 (1), 6-18, 2016
562016
Food vs Non-Food Classification
F Ragusa, V Tomaselli, A Furnari, S Battiato, GM Farinella
442016
Temporal segmentation of egocentric videos to highlight personal locations of interest
A Furnari, GM Farinella, S Battiato
European Conference on Computer Vision Wokshops, 474-489, 2016
382016
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
372020
Egocentric visitors localization in cultural sites
F Ragusa, A Furnari, S Battiato, G Signorello, GM Farinella
Journal on Computing and Cultural Heritage (JOCCH) 12 (2), 1-19, 2019
362019
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
352021
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