SOTAVerified

Gaze Estimation

Gaze Estimation is a task to predict where a person is looking at given the person’s full face. The task contains two directions: 3-D gaze vector and 2-D gaze position estimation. 3-D gaze vector estimation is to predict the gaze vector, which is usually used in the automotive safety. 2-D gaze position estimation is to predict the horizontal and vertical coordinates on a 2-D screen, which allows utilizing gaze point to control a cursor for human-machine interaction.

Source: A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 248 papers

TitleStatusHype
Gaze estimation problem tackled through synthetic images—0
Benefits of temporal information for appearance-based gaze estimation—0
Bayesian Eye Tracking—0
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning—0
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning—0
GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation—0
GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting—0
GazeGene: Large-scale Synthetic Gaze Dataset with 3D Eyeball Annotations—0
GazeGen: Gaze-Driven User Interaction for Visual Content Generation—0
Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation—0
Gaze-Net: Appearance-Based Gaze Estimation using Capsule Networks—0
GazeOnce: Real-Time Multi-Person Gaze Estimation—0
GAZEploit: Remote Keystroke Inference Attack by Gaze Estimation from Avatar Views in VR/MR Devices—0
Gaze-Sensing LEDs for Head Mounted Displays—0
Gazing into the Abyss: Real-time Gaze Estimation—0
A Video Database of Human Faces under Near Infra-Red Illumination for Human Computer Interaction Aplications—0
Suppressing Uncertainty in Gaze Estimation—0
Generalizing Eye Tracking With Bayesian Adversarial Learning—0
A Review of Driver Gaze Estimation and Application in Gaze Behavior Understanding—0
Generalizing Gaze Estimation With Rotation Consistency—0
Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras—0
GFIE: A Dataset and Baseline for Gaze-Following From 2D to 3D in Indoor Environments—0
Appearance Debiased Gaze Estimation via Stochastic Subject-Wise Adversarial Learning—0
Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition—0
Guiding Intelligent Surveillance System by learning-by-synthesis gaze estimation—0
Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression—0
TabletGaze: Unconstrained Appearance-based Gaze Estimation in Mobile Tablets—0
High-Fidelity Eye Animatable Neural Radiance Fields for Human Face—0
Highly accurate gaze estimation using a consumer RGB-depth sensor—0
How far are we from quantifying visual attention in mobile HCI?—0
Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach—0
Vulnerability of Appearance-based Gaze Estimation—0
HybridGazeNet: Geometric model guided Convolutional Neural Networks for gaze estimation—0
Image based Eye Gaze Tracking and its Applications—0
Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization—0
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis—0
Improving reliability of uncertainty-aware gaze estimation with probability calibration—0
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 Types—0
In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video—0
In the Eye of the Beholder: Gaze and Actions in First Person Video—0
In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation—0
Appearance-based Gaze Estimation using Attention and Difference Mechanism—0
The One Where They Reconstructed 3D Humans and Environments in TV Shows—0
A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation—0
Jitter Does Matter: Adapting Gaze Estimation to New Domains—0
Appearance-Based Gaze Estimation Using Dilated-Convolutions—0
Accurate Gaze Estimation using an Active-gaze Morphable Model—0
Learning to Personalize in Appearance-Based Gaze Tracking—0
Towards mitigating uncann(eye)ness in face swaps via gaze-centric loss terms—0
Learning-by-Synthesis for Appearance-based 3D Gaze Estimation—0
Show:102550
← PrevPage 3 of 5Next →
All datasetsMPII GazeGaze360EYEDIAP (floating target)EYEDIAP (screen target)GazeCaptureETH-XGazeEYEDIAPMPIIGazeMPSGazeRT-GENEUT Multi-view

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RT-GENE single modelAngular Error4.8—Unverified
2RT-GENE 2 model ensembleAngular Error4.6—Unverified
3RT-GENE 4 model ensembleAngular Error4.3—Unverified
4L2CSAngular Error3.92—Unverified
5AGE-NetAngular Error3.64—Unverified
6FAZEAngular Error3.14—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet-18Angular Error13.5—Unverified
2ResNet-18Angular Error12.94—Unverified
3L2CSAngular Error10.41—Unverified
4MCGazeAngular Error10.02—Unverified
#ModelMetricClaimedVerifiedStatus
1RecurrentGaze (Static)Angular Error5.43—Unverified
2RecurrentGaze (Temporal)Angular Error5.19—Unverified
#ModelMetricClaimedVerifiedStatus
1RecurrentGaze (Temporal)Angular Error3.4—Unverified
2RecurrentGaze (Static)Angular Error3.38—Unverified
#ModelMetricClaimedVerifiedStatus
1TinyTrackerEuclidean Mean Error (EME)2.34—Unverified
2Ensemble CalibrationEuclidean Mean Error (EME)1.77—Unverified
#ModelMetricClaimedVerifiedStatus
1ETHXGazeAngular Error4.7—Unverified
#ModelMetricClaimedVerifiedStatus
1AGE-NetMean Angle Error4.78—Unverified
#ModelMetricClaimedVerifiedStatus
1AGE-NetMean Angle Error3.61—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet18Angular Error8.1—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-GENE 4 model ensembleAngular Error7.7—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-GENE 4 model ensembleAngular Error5.1—Unverified