Abstract—Numerous methods have been developed for holistic face recognition with impressive performance. However, few studies

have tackled how to recognize an arbitrary patch of a face image. Partial faces frequently appear in unconstrained scenarios, with

images captured by surveillance cameras or handheld devices (e.g., mobile phones) in particular.