Reframing head pose estimation as relative pose prediction between image pairs enables a synthetic-only trained model to outperform absolute regression methods on real benchmarks.
Toward 3D face reconstruction in perspective projection: Estimating 6DoF face pose from monocular image.IEEE Transactions on Image Processing, 32:3080–3091, 2023
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VGGT-HPE: Reframing Head Pose Estimation as Relative Pose Prediction
Reframing head pose estimation as relative pose prediction between image pairs enables a synthetic-only trained model to outperform absolute regression methods on real benchmarks.