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Datasets/BIWI

BIWI

ImagesVideosCustom (research-only)Introduced 2011-01-01

The dataset contains over 15K images of 20 people (6 females and 14 males - 4 people were recorded twice). For each frame, a depth image, the corresponding rgb image (both 640x480 pixels), and the annotation is provided. The head pose range covers about +-75 degrees yaw and +-60 degrees pitch. Ground truth is provided in the form of the 3D location of the head and its rotation.

Source: https://www.kaggle.com/kmader/biwi-kinect-head-pose-database Image Source: https://icu.ee.ethz.ch/research/datsets.html

Benchmarks

1 Image, 2*2 Stitchi/MAE (trained with other data)1 Image, 2*2 Stitchi/MAE (trained with BIWI data)1 Image, 2*2 Stitchi/Geodesic Error (GE)1 Image, 2*2 Stitchi/MAE-aligned (trained with other data)1 Image, 2*2 Stitchi/Geodesic Error - aligned (GE)1 Image, 2*2 Stitchi/MAEV1 Image, 2*2 Stitchi/MAE_t3D/MAE (trained with other data)3D/MAE (trained with BIWI data)3D/Geodesic Error (GE)3D/MAE-aligned (trained with other data)3D/Geodesic Error - aligned (GE)3D/MAEV3D/MAE_tPose Estimation/MAE (trained with other data)Pose Estimation/MAE (trained with BIWI data)Pose Estimation/Geodesic Error (GE)Pose Estimation/MAE-aligned (trained with other data)Pose Estimation/Geodesic Error - aligned (GE)Pose Estimation/MAEVPose Estimation/MAE_t

Related Benchmarks

Biwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/1 Image, 2*2 Stitchi/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/1 Image, 2*2 Stitchi/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/2D Human Pose Estimation/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/2D Human Pose Estimation/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Absolute Human Pose Estimation/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Absolute Human Pose Estimation/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Face Animation/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Face Animation/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Human Pose Estimation/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/3D Human Pose Estimation/Lip Vertex ErrorBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/Pose Estimation/FDDBiwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2/Pose Estimation/Lip Vertex Error

Statistics

Papers
44
Benchmarks
21

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Tasks

1 Image, 2*2 Stitchi3DHead Pose EstimationPose Estimation