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Gaze Estimation
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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
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Evaluating Sensitivity Parameters in Smartphone-Based Gaze Estimation: A Comparative Study of Appearance-Based and Infrared Eye Trackers
MAC-Gaze: Motion-Aware Continual Calibration for Mobile Gaze Tracking
MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module
Ocular Authentication: Fusion of Gaze and Periocular Modalities
A Generalized Label Shift Perspective for Cross-Domain Gaze Estimation
GA3CE: Unconstrained 3D Gaze Estimation with Gaze-Aware 3D Context Encoding
DHECA-SuperGaze: Dual Head-Eye Cross-Attention and Super-Resolution for Unconstrained Gaze Estimation
DMAGaze: Gaze Estimation Based on Feature Disentanglement and Multi-Scale Attention
Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking Study
Adapting Robot's Explanation for Failures Based on Observed Human Behavior in Human-Robot Collaboration
Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer
Differential Contrastive Training for Gaze Estimation
Enhancing 3D Gaze Estimation in the Wild using Weak Supervision with Gaze Following Labels
SecureGaze: Defending Gaze Estimation Against Backdoor Attacks
Personalized Federated Learning for Egocentric Video Gaze Estimation with Comprehensive Parameter Frezzing
Quantifying the Impact of Motion on 2D Gaze Estimation in Real-World Mobile Interactions
3D Prior is All You Need: Cross-Task Few-shot 2D Gaze Estimation
UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training
Improving reliability of uncertainty-aware gaze estimation with probability calibration
Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation
Suppressing Uncertainty in Gaze Estimation
EM-Net: Gaze Estimation with Expectation Maximization Algorithm
Multi-task Gaze Estimation Via Unidirectional Convolution
Lightweight Gaze Estimation Model Via Fusion Global Information
GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation
GazeGen: Gaze-Driven User Interaction for Visual Content Generation
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry Exploration
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images
Upper-Body Pose-based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors
GAZEploit: Remote Keystroke Inference Attack by Gaze Estimation from Avatar Views in VR/MR Devices
Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation
Causal Representation-Based Domain Generalization on Gaze Estimation
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.