Antonino Furnari

Orcid: 0000-0001-6911-0302

According to our database1, Antonino Furnari authored at least 112 papers between 2014 and 2024.

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Bibliography

2024
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision.
ACM Journal on Computing and Cultural Heritage, September, 2024

Exploiting multimodal synthetic data for egocentric human-object interaction detection in an industrial scenario.
Comput. Vis. Image Underst., 2024

Eyes Wide Unshut: Unsupervised Mistake Detection in Egocentric Video by Detecting Unpredictable Gaze.
CoRR, 2024

Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos.
CoRR, 2024

AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation.
CoRR, 2024

ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Finding and Navigating to Humans in Complex Environments for Assistive Tasks.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

World-Map Misalignment Detection for Visual Navigation Systems.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Calisthenics Skills Temporal Video Segmentation.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models.
Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024

Action Scene Graphs for Long-Form Understanding of Egocentric Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PREGO: Online Mistake Detection in PRocedural EGOcentric Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation.
Auton. Robots, December, 2023

MECCANO: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain.
Comput. Vis. Image Underst., October, 2023

Streaming egocentric action anticipation: An evaluation scheme and approach.
Comput. Vis. Image Underst., September, 2023

Editorial: Special Section on Egocentric Perception.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Visual Object Tracking in First Person Vision.
Int. J. Comput. Vis., 2023

Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? An Investigation and the HOI-Synth Domain Adaptation Benchmark.
CoRR, 2023

Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs.
CoRR, 2023

ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios.
CoRR, 2023

An Outlook into the Future of Egocentric Vision.
CoRR, 2023

ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Put Your PPE on: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

A Wearable Device Application for Human-Object Interactions Detection.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Wearable Visual Intelligence to Assist Humans in Workplaces.
Proceedings of the Italia Intelligenza Artificiale, 2023

Artificial Vision Algorithms for Industry.
Proceedings of the Italia Intelligenza Artificiale, 2023

Quasi-Online Detection of Take and Release Actions from Egocentric Videos.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

MOVING: A MOdular and Flexible Platform for Embodied VIsual NaviGation.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

HERO: A Multi-modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Egocentric Action Anticipation for Personal Health.
Proceedings of the IEEE International Conference on Acoustics, 2023

StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100.
Int. J. Comput. Vis., 2022

Editorial: Machine Vision for Assistive Technologies.
Frontiers Comput. Sci., 2022

A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training.
Comput. Vis. Image Underst., 2022

Panoptic Segmentation using Synthetic and Real Data.
CoRR, 2022

Visual RSSI Fingerprinting for Radio-based Indoor Localization.
Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022

HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios.
Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022

Towards Streaming Egocentric Action Anticipation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Untrimmed Action Anticipation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Panoptic Segmentation in Industrial Environments Using Synthetic and Real Data.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Unsupervised Multi-camera Domain Adaptation for Object Detection in Cultural Sites.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Weakly Supervised Attended Object Detection Using Gaze Data as Annotations.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Egocentric Human-Object Interaction Detection Exploiting Synthetic Data.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022


2021
EgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores.
IEEE Trans. Circuits Syst. Video Technol., 2021

A survey on human-aware robot navigation.
Robotics Auton. Syst., 2021

Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites.
Image Vis. Comput., 2021

Predicting the future from first person (egocentric) vision: A survey.
Comput. Vis. Image Underst., 2021

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.
CoRR, 2021

The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Unsupervised Domain Adaptation for 6DOF Indoor Localization.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Is First Person Vision Challenging for Object Tracking?
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision.
Pattern Recognit. Lett., 2020

Egocentric visitor localization and artwork detection in cultural sites using synthetic data.
Pattern Recognit. Lett., 2020

SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning.
Pattern Recognit. Lett., 2020

Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset.
CoRR, 2020

Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites.
CoRR, 2020

Rescaling Egocentric Vision.
CoRR, 2020

EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision.
CoRR, 2020

A Comparison of Visual Navigation Approaches based on Localization and Reinforcement Learning in Virtual and Real Environments.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Scene Understanding and Interaction Anticipation from First Person Vision (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

Face Analysis and Body Language Understanding from Egocentric Cameras (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

On Embodied Visual Navigation in Real Environments Through Habitat.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Unsupervised Domain Adaptation for Object Detection in Cultural Sites.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Knowledge Distillation for Action Anticipation via Label Smoothing.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Egocentric visitors localization in natural sites.
J. Vis. Commun. Image Represent., 2019

Estimating the occupancy status of parking areas by counting cars and non-empty stalls.
J. Vis. Commun. Image Represent., 2019

Egocentric Visitors Localization in Cultural Sites.
ACM Journal on Computing and Cultural Heritage, 2019

Egocentric Point of Interest Recognition in Cultural Sites.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Image Based Localization with Simulated Egocentric Navigations.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Visitors Localization in Natural Sites Exploiting EgoVision and GPS.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Egocentric Action Anticipation by Disentangling Encoding and Inference.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

VEDI: Vision Exploitation for Data Interpretation.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Market basket analysis from egocentric videos.
Pattern Recognit. Lett., 2018

Personal-location-based temporal segmentation of egocentric videos for lifelogging applications.
J. Vis. Commun. Image Represent., 2018

Forensic analysis of handwritten documents with GRAPHJ (Erratum).
J. Electronic Imaging, 2018

Forensic analysis of handwritten documents with GRAPHJ.
J. Electronic Imaging, 2018

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset.
CoRR, 2018

Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Egocentric Shopping Cart Localization.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Localization of Visitors for Cultural Sites Management.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-empty Stalls in Parking Spaces.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Deep Learning for Assistive Computer Vision.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Scaling Egocentric Vision: The Dataset.
Proceedings of the Computer Vision - ECCV 2018, 2018

Scene Adaptation for Semantic Segmentation using Adversarial Learning.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Affine Covariant Features for Fisheye Distortion Local Modeling.
IEEE Trans. Image Process., 2017

Recognizing Personal Locations From Egocentric Videos.
IEEE Trans. Hum. Mach. Syst., 2017

Distortion adaptive Sobel filters for the gradient estimation of wide angle images.
J. Vis. Commun. Image Represent., 2017

Next-active-object prediction from egocentric videos.
J. Vis. Commun. Image Represent., 2017

On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017

Understanding Food Images to Recommend Utensils During Meals.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

GRAPHJ: A Forensics Tool for Handwriting Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

How Shall We Evaluate Egocentric Action Recognition?
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Food vs Non-Food Classification.
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
An integrated system for vehicle tracking and classification.
Expert Syst. Appl., 2015

Generalized Sobel Filters for gradient estimation of distorted images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Recognizing Personal Contexts from Egocentric Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014
Vehicle Tracking based on Customized Template Matching.
Proceedings of the VISAPP 2014, 2014

Affine region detectors on the fisheye domain.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

An Experimental Analysis of Saliency Detection with Respect to Three Saliency Levels.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014


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