Zhiheng Niu

Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition

One key challenge of facial traits recognition is the large non-rigid appearance variations due to irrelevant real world factors, such as viewpoint and expression changes. In this paper, we explore how the shape information, i.e. facial landmark positions, can be explicitly deployed into the popular…