Domain-invariant Face Recognition using Learned Low-rank Transformation

Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen

We present a low-rank transformation approach to compensate for face variations due to changes in visual domains, such as pose and illumination. The key idea is to learn discrimina…