Ego4d: Around the world in 3,000 hours of egocentric video

K Grauman, A Westbury, E Byrne… - Proceedings of the …, 2022 - openaccess.thecvf.com
We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It
offers 3,670 hours of daily-life activity video spanning hundreds of scenarios (household …

Laeo-net: revisiting people looking at each other in videos

MJ Marin-Jimenez, V Kalogeiton… - Proceedings of the …, 2019 - openaccess.thecvf.com
Capturing the'mutual gaze'of people is essential for understanding and interpreting the
social interactions between them. To this end, this paper addresses the problem of detecting …

We know where they are looking at from the rgb-d camera: Gaze following in 3d

Z Hu, D Yang, S Cheng, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Inferring gaze target or gaze following is an effective way to understand human actions and
intentions, which makes quite a challenge. Some existing studies on gaze estimation cannot …

[HTML][HTML] Depth-aware gaze-following via auxiliary networks for robotics

T Jin, Q Yu, S Zhu, Z Lin, J Ren, Y Zhou… - … Applications of Artificial …, 2022 - Elsevier
Gaze-Following aims to predict the gaze target of a subject within an image, and information
on orientation and depth greatly improves this task. However, previous methods require …

Mgtr: End-to-end mutual gaze detection with transformer

H Guo, Z Hu, J Liu - … of the Asian Conference on Computer …, 2022 - openaccess.thecvf.com
People's looking at each other or mutual gaze is ubiquitous in our daily interactions, and
detecting mutual gaze is of great significance for understanding human social scenes …

Multi-person gaze-following with numerical coordinate regression

T Jin, Z Lin, S Zhu, W Wang, S Hu - 2021 16th IEEE …, 2021 - ieeexplore.ieee.org
Gaze-Following is a complex task that needs to combine the gaze with the scene. Previous
works performed well on predicting single-person gaze-following but expensive …

The AI4Autism Project: A Multimodal and Interdisciplinary Approach to Autism Diagnosis and Stratification

S Tafasca, A Gupta, N Kojovic, M Gelsomini… - … Publication of the 25th …, 2023 - dl.acm.org
Nowadays, 1 in 36 children is diagnosed with autism spectrum disorder (ASD) according to
the Centers for Disease Control and Prevention (CDC)[52], which makes this condition one …

Gaze pattern recognition in dyadic communication

F Chang, J Zeng, Q Liu, S Shan - … of the 2023 Symposium on Eye …, 2023 - dl.acm.org
Analyzing gaze behaviors is crucial to interpret the nature of communication. Current studies
on gaze have focused primarily on the detection of a single pattern, such as the Looking-At …

A novel framework for multi-person temporal gaze following and social gaze prediction

A Gupta, S Tafasca, A Farkhondeh, P Vuillecard… - arXiv preprint arXiv …, 2024 - arxiv.org
Gaze following and social gaze prediction are fundamental tasks providing insights into
human communication behaviors, intent, and social interactions. Most previous approaches …

[HTML][HTML] Head pose estimation with uncertainty and an application to dyadic interaction detection

FF Tomenotti, N Noceti, F Odone - Computer Vision and Image …, 2024 - Elsevier
Determining the visual focus of attention of people in a scene is a fundamental cue to
understand social interactions from videos. Gaze direction is ideal for determining eye …