Antonino Furnari

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University of Catania

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Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset

Understanding human-object interactions is fundamental in First Person V...
11/24/2020 ∙ by Matteo Dunnhofer, et al. ∙ 9 ∙ share

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On Embodied Visual Navigation in Real Environments Through Habitat

Visual navigation models based on deep learning can learn effective poli...
10/26/2020 ∙ by Marco Rosano, et al. ∙ 18 ∙ share

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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...
10/12/2020 ∙ by Francesco Ragusa, et al. ∙ 1 ∙ share

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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...
08/04/2020 ∙ by Giovanni Pasqualino, et al. ∙ 1 ∙ share

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SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning

Semantic segmentation methods have achieved outstanding performance than...
06/18/2020 ∙ by Daniele Di Mauro, et al. ∙ 31 ∙ share

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Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video

In this paper, we tackle the problem of egocentric action anticipation, ...
05/04/2020 ∙ by Antonino Furnari, et al. ∙ 4 ∙ share

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Knowledge Distillation for Action Anticipation via Label Smoothing

Human capability to anticipate near future from visual observations and ...
04/16/2020 ∙ by Guglielmo Camporese, et al. ∙ 12 ∙ share

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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...
02/03/2020 ∙ by Francesco Ragusa, et al. ∙ 16 ∙ share

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What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention

Egocentric action anticipation consists in understanding which objects t...
05/22/2019 ∙ by Antonino Furnari, et al. ∙ 2 ∙ share

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Egocentric Visitors Localization in Cultural Sites

We consider the problem of localizing visitors in a cultural site from e...
04/10/2019 ∙ by Francesco Ragusa, et al. ∙ 1 ∙ share

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Next-Active-Object prediction from Egocentric Videos

Although First Person Vision systems can sense the environment from the ...
04/10/2019 ∙ by Antonino Furnari, et al. ∙ 1 ∙ share

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Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

First-person vision is gaining interest as it offers a unique viewpoint ...
04/08/2018 ∙ by Dima Damen, et al. ∙ 0 ∙ share

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