She received the Ph.D degree in computer vision from the Institute of Computing Technology of the Chinese Academy of Sciences (ICT, CAS) under the supervision of Prof. Xilin Chen and Prof. Shiguang Shan in 2013, and the B.S. degree in computer science from Shandong University in 2007. During 2011, She has studied in Centre for Multimedia and Network Technology of School of Computer Engineering Nanyang Technological University for nine months, under the supervision of Prof. Dong Xu.