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 comprehensive survey on techniques to handle face identity threats: challenges and opportunities
The human face is considered the prime entity in recognizing a person's identity in our
society. Henceforth, the importance of face recognition systems is growing higher for many …
society. Henceforth, the importance of face recognition systems is growing higher for many …
Gaze360: Physically unconstrained gaze estimation in the wild
Understanding where people are looking is an informative social cue. In this work, we
present Gaze360, a large-scale remote gaze-tracking dataset and method for robust 3D …
present Gaze360, a large-scale remote gaze-tracking dataset and method for robust 3D …
Rt-gene: Real-time eye gaze estimation in natural environments
In this work, we consider the problem of robust gaze estimation in natural environments.
Large camera-to-subject distances and high variations in head pose and eye gaze angles …
Large camera-to-subject distances and high variations in head pose and eye gaze angles …
Contrastive regression for domain adaptation on gaze estimation
Abstract Appearance-based Gaze Estimation leverages deep neural networks to regress the
gaze direction from monocular images and achieve impressive performance. However, its …
gaze direction from monocular images and achieve impressive performance. However, its …
Dvgaze: Dual-view gaze estimation
Gaze estimation methods estimate gaze from facial appearance with a single camera.
However, due to the limited view of a single camera, the captured facial appearance cannot …
However, due to the limited view of a single camera, the captured facial appearance cannot …
Few-shot adaptive gaze estimation
Inter-personal anatomical differences limit the accuracy of person-independent gaze
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
Mpiigaze: Real-world dataset and deep appearance-based gaze estimation
Learning-based methods are believed to work well for unconstrained gaze estimation, ie
gaze estimation from a monocular RGB camera without assumptions regarding user …
gaze estimation from a monocular RGB camera without assumptions regarding user …
Deep pictorial gaze estimation
Estimating human gaze from natural eye images only is a challenging task. Gaze direction
can be defined by the pupil-and the eyeball center where the latter is unobservable in 2D …
can be defined by the pupil-and the eyeball center where the latter is unobservable in 2D …
Gaze estimation by exploring two-eye asymmetry
Eye gaze estimation is increasingly demanded by recent intelligent systems to facilitate a
range of interactive applications. Unfortunately, learning the highly complicated regression …
range of interactive applications. Unfortunately, learning the highly complicated regression …