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Giovanni Maria Farinella — most-cited papers & profile · Computer Vision
← authors
·
overview
Giovanni Maria Farinella
23
papers ·
398
citations ·
35
h-index
University of Catania
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018 · 293 citations
Visual Object Tracking in First Person Vision
2022 · 42 citations
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
2023 · 20 citations
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
2019 · 12 citations
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation
2023 · 11 citations
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines
2020 · 7 citations
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation
2024 · 5 citations
Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario
2023 · 3 citations
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain
2022 · 2 citations
An Outlook into the Future of Egocentric Vision
2023 · 2 citations
An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites
2020 · 1 citations
Learning Egocentric In-Hand Object Segmentation through Weak Supervision from Human Narrations
2025
Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation
2025
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains
2025
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain
2020
Top co-authors
Antonino Furnari
· 21
Francesco Ragusa
· 7
Dima Damen
· 4
Rosario Leonardi
· 3
Antonio Finocchiaro
· 2
Camillo Quattrocchi
· 2
Daniele Di Mauro
· 2
Davide Moltisanti
· 2
Evangelos Kazakos
· 2
Giovanni Signorello
· 2
Hazel Doughty
· 2
Jonathan Munro
· 2
Topics
Video Understanding
Object Detection
cs.CV
Tracking
cs.AI
3D Vision