1. Introduction

2. Formalization of CFR

3. Applications of CFR

4. Different Spectra

5. Cross-spectral Face Recognition

6. Reflective IR-to-Visible FR

7. Emissive IR-to-Visible FR

8. Datasets

9. Open research challenges

10. Conclusions