gaze-estimation-code-summary

Data pre-processing code.

For 3D gaze estimation: MPIIGaze, MPIIFaceGaze-gazehub, MPIIFaceGaze-swook, GazeCapture, Eyediap(eye), Eyediap(face), UT-Multiview, ETH-XGaze_xuchong, ETH-XGaze_gazehub, Gaze360, Rt-Gene

For 2D gaze estimation: GazeCapture, MPIIFaceGaze, EyeDiap

Gaze estimation works

• L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments, ICIP2022"under review". (official-code)

• Gaze Estimation using Transformer, ICPR 2022. (official-code)

• Puregaze: Purifying gaze feature for generalizable gaze estimation, AAAI 2022. (official-code)

• Gaze Estimation with an Ensemble of Four Architectures, ETH-XGaze Competition 2021. (official-code)

• ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation, ECCV2020. (official-codel)

• FAZE: Few-Shot Adaptive Gaze Estimation, ICCV2019. (official-code)

• Gaze360: Physically Unconstrained Gaze Estimation in the Wild, ICCV 2019. (official-code, code1)

• Appearance-Based Gaze Estimation Using Dilated-Convolutions, ACCV 2019. (code1)

• Learning to find eye region landmarks for remote gaze estimation in unconstrained settings, ETRA2018. (official-code)

• Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression, ECCV 2018. (official-code)

• RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments, ECCV 2018. (official-code, code1)

• Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues, BMVC2018. (official-code)

• MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation, TPAMI 2017. (code1)

• It's written all over your face: Full-face appearance-based gaze estimation, CVPRW 2017. (code1)

• Eye Tracking for Everyone, CVPR 2016. (official-code, code1)

• Appearance-Based Gaze Estimation in the Wild, CVPR 2015. (code1)

Reference

Gazehub

GazeEstimation-Summary

paperwithcode-gaze

xuchong-zhang

swook