Gaze Estimation
11개 벤치마크 · 논문 299편 · 이 태스크의 논문 보기 →
Benchmarks
MPII Gaze
Gaze360
GazeCapture
ETH-XGaze
EYEDIAP (screen target)
MPIIGaze
EYEDIAP
MPSGaze
RT-GENE
UT Multi-view
Most implemented
Fine-Grained Head Pose Estimation Without Keypoints
MobileOne: An Improved One millisecond Mobile Backbone
Learning from Simulated and Unsupervised Images through Adversarial Training
Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Appearance-Based Gaze Estimation in the Wild
Papers
TransGaze-Object: Transformer Based Driver Gaze Object Prediction Framework in Real Driving
Driver gaze provides information regarding driver visual attention and situational awareness to the surrounding traffic. Existing driver gaze estimation studies represent gaze in terms of gaze zone or gaze vector/point-o…
Gaze EstimationMarker-free eye-gaze estimation using a single image and depth from defocus
This paper presents a marker-free eye-gaze estimation approach using a single 2D camera, such as an integrated laptop webcam. The gaze-related features are estimated from iris localization and head pose estimated by usin…
Gaze EstimationGaze Target Estimation Anywhere with Concepts
Estimating human gaze targets from images in-the-wild is an important and formidable task. Existing approaches primarily employ brittle, multi-stage pipelines that require explicit inputs, like head bounding boxes and hu…
Gaze Target EstimationGaze EstimationFactor-Informed Uncertainty Distillation for Gaze Estimation
Deep gaze estimation works well in controlled capture but degrades in unconstrained settings, where systems must reject unreliable predictions. Single-pass uncertainty (e.g., heteroscedastic regression) infers uncertaint…
Gaze EstimationTextGaze: Prompting Gaze Target Estimation with Textual Scene Cues
Gaze target estimation aims to infer the position of a person's gaze within a scene. Within mainstream design logic, multi-branch methods require extra supervision and annotations, while streamlined designs prioritize lo…
Gaze Target EstimationGaze EstimationPAGE: Towards Practical Human-level Gaze Target Estimation
Gaze target estimation, the task of predicting where a person is looking in a scene, is crucial to understanding human attention and intent. It is a challenging task that combines high-level understanding of global scene…
Gaze Target EstimationSpatial ReasoningGaze Estimation