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08/14/2023
An Outlook into the Future of Egocentric Vision
What will the future be? We wonder! In this survey, we explore the gap b...
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06/29/2023
Streaming egocentric action anticipation: An evaluation scheme and approach
Egocentric action anticipation aims to predict the future actions the ca...
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06/21/2023
Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario
In this paper, we tackle the problem of Egocentric Human-Object Interact...
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04/08/2023
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation
Anticipation problem has been studied considering different aspects such...
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10/03/2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training
Object detection algorithms allow to enable many interesting application...
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09/27/2022
Visual Object Tracking in First Person Vision
The understanding of human-object interactions is fundamental in First P...
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09/19/2022
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain
Wearable cameras allow to acquire images and videos from the user's pers...
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04/14/2022
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations
We consider the problem of detecting and recognizing the objects observe...
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04/14/2022
Panoptic Segmentation using Synthetic and Real Data
Being able to understand the relations between the user and the surround...
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04/14/2022
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data
We consider the problem of detecting Egocentric HumanObject Interactions...
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02/08/2022
Untrimmed Action Anticipation
Egocentric action anticipation consists in predicting a future action th...
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02/02/2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation
Navigating complex indoor environments requires a deep understanding of ...
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10/11/2021
Towards Streaming Egocentric Action Anticipation
Egocentric action anticipation is the task of predicting the future acti...
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08/31/2021
Is First Person Vision Challenging for Object Tracking?
Understanding human-object interactions is fundamental in First Person V...
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07/28/2021
Predicting the Future from First Person (Egocentric) Vision: A Survey
Egocentric videos can bring a lot of information about how humans percei...
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06/22/2021
A Survey on Human-aware Robot Navigation
Intelligent systems are increasingly part of our everyday lives and have...
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11/24/2020
Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset
Understanding human-object interactions is fundamental in First Person V...
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10/26/2020
On Embodied Visual Navigation in Real Environments Through Habitat
Visual navigation models based on deep learning can learn effective poli...
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10/12/2020
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain
Wearable cameras allow to collect images and videos of humans interactin...
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08/04/2020
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites
Recognizing artworks in a cultural site using images acquired from the u...
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06/18/2020
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning
Semantic segmentation methods have achieved outstanding performance than...
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05/04/2020
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video
In this paper, we tackle the problem of egocentric action anticipation, ...
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04/24/2020
A Survey on Visual Sentiment Analysis
Visual Sentiment Analysis aims to understand how images affect people, i...
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04/24/2020
Survey on Visual Sentiment Analysis
Visual Sentiment Analysis aims to understand how images affect people, i...
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04/16/2020
Knowledge Distillation for Action Anticipation via Label Smoothing
Human capability to anticipate near future from visual observations and ...
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02/03/2020
EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision
Equipping visitors of a cultural site with a wearable device allows to e...
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05/22/2019
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
Egocentric action anticipation consists in understanding which objects t...
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04/10/2019
Egocentric Visitors Localization in Cultural Sites
We consider the problem of localizing visitors in a cultural site from e...
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04/10/2019
Next-Active-Object prediction from Egocentric Videos
Although First Person Vision systems can sense the environment from the ...
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06/27/2018
A Multi-Task Learning Approach for Meal Assessment
Key role in the prevention of diet-related chronic diseases plays the ba...
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04/08/2018