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FAUST dataset: High-resolution 3D scans with ground truth correspondence

2014-06-15


FAUST contains 300 real, high-resolution human scans of 10 different subjects in 30 different poses, with automatically computed ground-truth correspondences. We provide a training set with scans and ground truth correspondence. We also provide a separate test set of scans with an evaluation website that compares results of mesh correspondence.

Each scan is a high-resolution, triangulated, non-watertight mesh acquired with a 3D multi-stereo system. FAUST is subdivided into a training and a test set. The training set includes 100 scans (10 per subject) with their corresponding ground-truth alignments. The test set includes 200 scans. The FAUST benchmark defines 100 preselected scan pairs, partitioned into two classes – 60 requiring intra-subject matching, 40 requiring inter-subject matching.

Author(s): Bogo, Federica and Romero, Javier and Loper, Matthew and Black, Michael J.
Department(s): Perceiving Systems
Research Projects(s): FAUST dataset
Authors: Bogo, Federica and Romero, Javier and Loper, Matthew and Black, Michael J.
Release Date: 2014-06-15
Copyright: Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V.
External Link: http://faust.is.tue.mpg.de