Appearance-based gaze estimation with deep learning: A review and benchmark
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …
crucial area of research. Recently, deep learning has revolutionized appearance-based …
A review of recent deep learning approaches in human-centered machine learning
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Near‐eye display and tracking technologies for virtual and augmented reality
Virtual and augmented reality (VR/AR) are expected to revolutionise entertainment,
healthcare, communication and the manufacturing industries among many others. Near‐eye …
healthcare, communication and the manufacturing industries among many others. Near‐eye …
Ev-eye: Rethinking high-frequency eye tracking through the lenses of event cameras
G Zhao, Y Yang, J Liu, N Chen… - Advances in Neural …, 2023 - proceedings.neurips.cc
In this paper, we present EV-Eye, a first-of-its-kind large scale multimodal eye tracking
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
Eye gaze estimation: A survey on deep learning-based approaches
Human gaze estimation plays a major role in many applications in human–computer
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …
Teyed: Over 20 million real-world eye images with pupil, eyelid, and iris 2d and 3d segmentations, 2d and 3d landmarks, 3d eyeball, gaze vector, and eye movement …
We present TEyeD, the world's largest unified public data set of eye images taken with head-
mounted devices. TEyeD was acquired with seven different head-mounted eye trackers …
mounted devices. TEyeD was acquired with seven different head-mounted eye trackers …
In the eye of the beholder: A survey of gaze tracking techniques
J Liu, J Chi, H Yang, X Yin - Pattern Recognition, 2022 - Elsevier
Gaze tracking estimates and tracks the user's gaze by analyzing facial or eye features, it is
an important way to realize automated vision-based interaction. This paper introduces the …
an important way to realize automated vision-based interaction. This paper introduces the …
Ritnet: Real-time semantic segmentation of the eye for gaze tracking
Accurate eye segmentation can improve eye-gaze estimation and support interactive
computing based on visual attention; however, existing eye segmentation methods suffer …
computing based on visual attention; however, existing eye segmentation methods suffer …
Automatic gaze analysis: A survey of deep learning based approaches
Eye gaze analysis is an important research problem in the field of Computer Vision and
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …
Event based, near eye gaze tracking beyond 10,000 hz
The cameras in modern gaze-tracking systems suffer from fundamental bandwidth and
power limitations, constraining data acquisition speed to 300 Hz realistically. This obstructs …
power limitations, constraining data acquisition speed to 300 Hz realistically. This obstructs …