This paper presents a face recognition method based on a sequence of images. Face shape is reconstructed from images using a combination of structure-from-motion and multi-view stereo methods. The reconstructed 3D face model is compared against models held in a gallery. The novel element in the presented approach is the fact, that the reconstruction is based only on input images and doesn't require a generic, deformable face model. Experimental verification of the proposed method is also included.
@article{arxiv.1809.11069,
title = {Face Recognition Based on Sequence of Images},
author = {Jacek Komorowski and Przemyslaw Rokita},
journal= {arXiv preprint arXiv:1809.11069},
year = {2018}
}