[HTML][HTML] Human gaze-aware attentive object detection for ambient intelligence

DY Cho, MK Kang - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Understanding human behavior and the surrounding environment is essential for realizing
ambient intelligence (AmI), for which eye gaze and object information are reliable cues. In …

Un-gaze: a unified transformer for joint gaze-location and gaze-object detection

D Tu, W Shen, W Sun, X Min, G Zhai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper proposes an efficient and effective method for joint gaze location detection (GL-
D) and gaze object detection (GO-D), ie, gaze following detection. Current approaches …

End-to-end human-gaze-target detection with transformers

D Tu, X Min, H Duan, G Guo, G Zhai… - 2022 IEEE/CVF …, 2022 - ieeexplore.ieee.org
In this paper, we propose an effective and efficient method for Human-Gaze-Target (HGT)
detection, ie, gaze following. Current approaches decouple the HGT detection task into …

Leveraging Saliency-Aware Gaze Heatmaps for Multiperspective Teaching of Unknown Objects

D Weber, V Bolz, A Zell… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
As robots become increasingly prevalent amidst diverse environments, their ability to adapt
to novel scenarios and objects is essential. Advances in modern object detection have also …

Where and what: Driver attention-based object detection

Y Rong, NR Kassautzki, W Fuhl, E Kasneci - Proceedings of the ACM on …, 2022 - dl.acm.org
Human drivers use their attentional mechanisms to focus on critical objects and make
decisions while driving. As human attention can be revealed from gaze data, capturing and …

Deep-SAGA: a deep-learning-based system for automatic gaze annotation from eye-tracking data

O Deane, E Toth, SH Yeo - Behavior Research Methods, 2023 - Springer
With continued advancements in portable eye-tracker technology liberating experimenters
from the restraints of artificial laboratory designs, research can now collect gaze data from …

On-device object detection for more efficient and privacy-compliant visual perception in context-aware systems

I Rodriguez-Conde, C Campos, F Fdez-Riverola - Applied Sciences, 2021 - mdpi.com
Ambient Intelligence (AmI) encompasses technological infrastructures capable of sensing
data from environments and extracting high-level knowledge to detect or recognize users' …

Attention-aware recognition of activities of daily living based on eye gaze tracking

B Madhusanka, S Ramadass, P Rajagopal… - Internet of Things for …, 2022 - Springer
Eye movements are essential in comprehending the environment. Users' attention may be
directed via eye gazing, which can enhance Human–Computer Interaction (HCI). Gaze …

4d attention: Comprehensive framework for spatio-temporal gaze mapping

S Oishi, K Koide, M Yokozuka… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
This study presents a framework for capturing human attention in the spatio-temporal
domain using eye-tracking glasses. Attention mapping is a key technology for human …

Object-aware gaze target detection

F Tonini, N Dall'Asen, C Beyan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Gaze target detection aims to predict the image location where the person is looking and the
probability that a gaze is out of the scene. Several works have tackled this task by regressing …