Spreeuwers, L.J.Brömme, ArslanBusch, ChristophHühnlein, Detlef2019-04-032019-04-032008978-3-88579-231-4https://dl.gi.de/handle/20.500.12116/21186Approaches to acquisition of 3D facial data include laser scanners, struc- tured light devices and (passive) stereo vision. The laser scanner and structured light methods allow accurate reconstruction of the 3D surface but strong light is projected on the faces of subjects. Passive stereo vision based approaches do not require strong light to be projected, however, it is hard to obtain comparable accuracy and robustness of the surface reconstruction. In this paper a passive multiple view approach using 5 cameras in a ’+’ configuration is proposed that significantly increases robustness and accuracy relative to traditional stereo vision approaches. The normalised cross correlations of all 5 views are combined using direct projection of points instead of the traditionally used rectified images. Also, errors caused by different perspective deformation of the surface in the different views are reduced by using an iterative re- construction technique where the depth estimation of the previous iteration is used to warp the windows of the normalised cross correlation for the different views.enText/Conference Paper1617-5468