Farinella, Giovanni Maria
- Ego4D: Around the World in 3,000 Hours of Egocentric Video
2021/10/13 by Kristen Grauman, Andrew Westbury, Grauman, Kristen +166 · 223 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Participatory Visual Research Methods #Video Surveillance and Tracking Methods
- Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018/04/08 by Dima Damen, Damen, Dima, Hazel Doughty +19 · 88 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
2023/11/30 by Kristen Grauman, Grauman, Kristen, Andrew Westbury +197 · 97 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines
2020/04/29 by Dima Damen, Hazel Doughty, Damen, Dima +19 · 33 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- An Outlook into the Future of Egocentric Vision
2023/08/14 by Chiara Plizzari, Plizzari, Chiara, Gabriele Goletto +13 · 19 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Games and Media #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Opportunistic and Delay-Tolerant Networks
- The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain
2020/10/12 by Ragusa, Francesco, Furnari, Antonino, Livatino, Salvatore +1 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PREGO: online mistake detection in PRocedural EGOcentric videos
2024/04/02 by Alessandro Flaborea, Guido Maria D’Amely di Melendugno, Flaborea, Alessandro +13 · 11 citations
Health Professions · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diverse Approaches in Healthcare and Education Studies #FOS: Computer and information sciences #Health and Wellbeing Research #Healthcare Systems and Practices
- What Would You Expect? Anticipating Egocentric Actions with\n Rolling-Unrolling LSTMs and Modality Attention
2019/05/22 by Antonino Furnari, Furnari, Antonino, Giovanni Maria Farinella +1 · 5 citations
Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
2024/06/12 by Michele Mazzamuto, Mazzamuto, Michele, Antonino Furnari +5 · 1 voice · 8 citations
Computer Science · #cs.CV
- A Survey on Human-aware Robot Navigation
2021/06/22 by Ronja Möller, Antonino Furnari, Möller, Ronja +7 · 5 citations
Psychology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Action Scene Graphs for Long-Form Understanding of Egocentric Videos
2023/12/06 by Ivan Rodin, Antonino Furnari, Rodin, Ivan +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos
2024/11/04 by Plini, Leonardo, Scofano, Luca, De Matteis, Edoardo +6 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Predicting the Future from First Person (Egocentric) Vision: A Survey
2021/07/28 by Rodin, Ivan, Furnari, Antonino, Mavroedis, Dimitrios +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
2024/06/03 by Luigi Seminara, Giovanni Maria Farinella, Seminara, Luigi +3 · 1 voice · 3 citations
Computer Science · #cs.CV
- Weakly Supervised Attended Object Detection Using Gaze Data as Annotations
2022/04/14 by Michele Mazzamuto, Mazzamuto, Michele, Francesco Ragusa +7 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Indoor and Outdoor Localization Technologies
- Is First Person Vision Challenging for Object Tracking?
2020/11/24 by Dunnhofer, Matteo, Furnari, Antonino, Farinella, Giovanni Maria +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs
2023/12/05 by Camillo Quattrocchi, Quattrocchi, Camillo, Antonino Furnari +7 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
- Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario
2023/06/21 by Rosario Leonardi, Leonardi, Rosario, Francesco Ragusa +5 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Robotics and Automated Systems #Speech and dialogue systems
- Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation
2022/02/02 by Rosano, Marco, Furnari, Antonino, Gulino, Luigi +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Towards Streaming Egocentric Action Anticipation
2021/10/11 by Furnari, Antonino, Farinella, Giovanni Maria · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory
2024/11/25 by Manigrasso, Zaira, Dunnhofer, Matteo, Furnari, Antonino +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation
2023/04/08 by Francesco Ragusa, Giovanni Maria Farinella, Ragusa, Francesco +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
- ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios
2023/09/26 by Francesco Ragusa, Ragusa, Francesco, Rosario Leonardi +11 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation
2024/06/03 by Mur-Labadia, Lorenzo, Martinez-Cantin, Ruben, Guerrero, Josechu +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Egocentric Human-Object Interaction Detection Exploiting Synthetic Data
2022/04/14 by Rosario Leonardi, Leonardi, Rosario, Francesco Ragusa +5 · 1 citation
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Advanced Neural Network Applications