Classifier shared deep network with multi-hierarchy loss for low resolution face recognition

Jingna Sun, Yehu Shen, Wenming Yang, Qingmin Liao

Abstract: Highlights•We share the classifier of LR and HR network, which can be seen as center-based method, and enforce the losses between HR and LR intermediate layers to narrow the discrimination of HR domain and LR domain.