Heterogeneous Face Recognition Using Domain Invariant Units

arXiv:2404.14343v1 Announce Type: new
Abstract: Heterogeneous Face Recognition (HFR) aims to expand the applicability of Face Recognition (FR) systems to challenging scenarios, enabling the matching of face images across different domains, such as matching thermal images to visible spectra. However, the development of HFR systems is challenging because of the significant domain gap between modalities and the lack of availability of large-scale paired multi-channel data. In this work, we leverage a pretrained face recognition model as a teacher network to …

abstract arxiv cs.cv development domain domains enabling expand face face recognition gap however images recognition systems type units