Computer Vision & Graphics Group

Multiview / 3D Reconstruction Sequences of Moving Full-Body Humans

 


Introduction

This dataset is focused on multiview captures of full-body humans in motion. Two subjects have been captured with two different hardware setups. On this website we provide the captured image data along with the camera calibration information as well as segmented per frame 3D reconstructions.

Acquisition and 3D reconstruction

For capturing the multiview sequences two different setups have been used (all hardware-synchronized):

  • ATV: 8 Basler ace acA2000-50gc cameras, 25 fps, resolution 1920x1080, grouped to 4 pairs
  • HBR: 12 Ximea CB200CG-CM cameras, 25 fps, resolution 5120x3840, grouped to 6 pairs

Both setups cover the frontal view onto the subject, ~145°. Each sequence is provided as sequence of raw images per camera and reconstructed 3D mesh per multiview frame. The 3D reconstructions have been calculated using [1]. They consist of vertices, RGB color per vertex and triangle topology.

Preview and Examples

Each subject has been captured with each acquisition setup, resulting in 4 sequences. The performed motions are movement of all limbs and turning around so that nearly the whole human surface is visible for some period of time.

#frames ø #vertices ø #triangles preview video example
atvl 981 662k 1243k multiview / meshed multiview / mesh
atvp 1076 625k 1164k multiview / meshed multiview / mesh
hbrl 751 980k 1795k multiview / meshed multiview / mesh
hbrp 689 1256k 2327k multiview / meshed multiview / mesh

Requesting the data

Please send an e-mail to P. Fechteler <philipp.fechteler@hhi.fraunhofer.de> to request access to this database. All submitted papers or any publicly available text using this dataset must cite the following paper:

Related publication

[1] Waizenegger W., Feldmann I., Schreer O., Kauff P., Eisert P., Real-time 3D Body Reconstruction for Immersive TV, In Proc. ICIP’16 (Phoenix, Arizona, USA, September 2016).