TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Huber, Patrik
A1  - Kopp, Philipp
A1  - Christmas, William
A1  - Rätsch, Matthias
A1  - Kittler, Josef
T1  - Real-time 3D face fitting and texture fusion on in-the-wild videos
JF  - IEEE signal processing letters : a publication of the IEEE Signal Processing Society
N2  - We present a fully automatic approach to real-time 3D face reconstruction from monocular in-the-wild videos. With the use of a cascaded-regressor-based face tracking and a 3D morphable face model shape fitting, we obtain a semidense 3D face shape. We further use the texture information from multiple frames to build a holistic 3D face representation from the video footage. Our system is able to capture facial expressions and does not require any person specific training. We demonstrate the robustness of our approach on the challenging 300 Videos in the Wild (300- VW) dataset. Our real-time fitting framework is available as an open-source library at http://4dface.org.
KW  - face model fitting
KW  - 3D morphable face model
KW  - 3D face reconstruction
KW  - open source software
KW  - real-time
Y1  - 2017
SN  - 1070-9908
SS  - 1070-9908
U6  - https://doi.org/10.1109/LSP.2016.2643284
DO  - https://doi.org/10.1109/LSP.2016.2643284
VL  - 24
IS  - 4
SP  - 437
EP  - 441
S1  - 5
PB  - IEEE
CY  - New York, NY
ER  -