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Research map / 3D vision / Human pose estimation

Camera Pose Estimation With Unknown Principal Point

CVPR 2018 · 3D vision › Human pose estimation · approach: Learned camera pose estimation · 31 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (81 images)mean relative focal length error: 0.0242 -> 0.0211Helped
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (81 images)mean rotation error: 1.2067 -> 0.9005Helped
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (81 images)mean inlier: 88.0265 -> 93.2453Helped
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (principal point shift > 6%, 32 images)mean relative focal length error: 0.0295 -> 0.0192Helped
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (principal point shift > 6%, 32 images)mean rotation error: 1.6485 -> 0.8759Helped
Estimate pose with unknown principal point and radial distortion using P7PfruvCamera pose estimation · NotreDame dataset (principal point shift > 6%, 32 images)mean inlier: 89.4821 -> 93.0248Helped
Model the shifted principal point and radial distortion with P7PfruvCamera pose estimation · Cropped Rotunda dataset (248 images)mean relative focal length error: 0.0845 -> 0.0012Helped
Model the shifted principal point and radial distortion with P7PfruvCamera pose estimation · Cropped Rotunda dataset (248 images)mean rotation error: 13.6371 -> 0.2558Helped
Model the shifted principal point and radial distortion with P7PfruvCamera pose estimation · Cropped Rotunda dataset (248 images)mean inlier: 40.46 -> 96.78Helped

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