Giovanni Maria Farinella

About Giovanni Maria Farinella

Giovanni Maria Farinella, With an exceptional h-index of 38 and a recent h-index of 31 (since 2020), a distinguished researcher at Università degli Studi di Catania, specializes in the field of Computer Vision, Image Processing, Machine Learning, Pattern Recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Exploiting multimodal synthetic data for egocentric human-object interaction detection in an industrial scenario

PREGO: online mistake detection in PRocedural EGOcentric videos

ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios

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

Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision

Meccano: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain

SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements

Giovanni Maria Farinella Information

University

Position

___

Citations(all)

6473

Citations(since 2020)

4802

Cited By

3010

hIndex(all)

38

hIndex(since 2020)

31

i10Index(all)

109

i10Index(since 2020)

72

Email

University Profile Page

Google Scholar

Giovanni Maria Farinella Skills & Research Interests

Computer Vision

Image Processing

Machine Learning

Pattern Recognition

Top articles of Giovanni Maria Farinella

Exploiting multimodal synthetic data for egocentric human-object interaction detection in an industrial scenario

Computer Vision and Image Understanding

2024/5/1

PREGO: online mistake detection in PRocedural EGOcentric videos

arXiv preprint arXiv:2404.01933

2024/4/2

Antonino Furnari
Antonino Furnari

H-Index: 15

Giovanni Maria Farinella
Giovanni Maria Farinella

H-Index: 23

ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios

2024

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

Autonomous Robots

2023/12

An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision

2023/10/25

Meccano: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain

Computer Vision and Image Understanding

2023/10/1

SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements

2023/9/5

HERO: A Multi-modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains

2023/9/5

An optimized pipeline for image-based localization in museums from egocentric images

2023/9/5

Antonino Furnari
Antonino Furnari

H-Index: 15

Giovanni Maria Farinella
Giovanni Maria Farinella

H-Index: 23

MOVING: A MOdular and Flexible Platform for Embodied VIsual NaviGation

2023/9/5

Quasi-Online Detection of Take and Release Actions from Egocentric Videos

2023/9/5

Streaming egocentric action anticipation: An evaluation scheme and approach

Computer Vision and Image Understanding

2023/9/1

Antonino Furnari
Antonino Furnari

H-Index: 15

Giovanni Maria Farinella
Giovanni Maria Farinella

H-Index: 23

An outlook into the future of egocentric vision

arXiv preprint arXiv:2308.07123

2023/8/14

Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision

ACM Journal on Computing and Cultural Heritage

2023/6/26

Photorealistic True-Dimensional Visualization of Remote Panoramic Views for VR Headsets

IEEE Access

2023/6/14

Egocentric action anticipation for personal health

2023/6/4

Antonino Furnari
Antonino Furnari

H-Index: 15

Giovanni Maria Farinella
Giovanni Maria Farinella

H-Index: 23

Special Section on Egocentric Perception

IEEE Transactions on Pattern Analysis & Machine Intelligence

2023/6/1

Computer Vision, Imaging and Computer Graphics Theory and Applications

2019/7/23

ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation.

2023

See List of Professors in Giovanni Maria Farinella University(Università degli Studi di Catania)