Ye Liu received the M.E. degree in software engineering from the School of Computer Software, Tianjin Uni- versity, P.R. China, in 2017. Currently she is pursuing the Ph.D. degree in the School of Computer Software, Tianjin University. Her main research interests include dehazing and superresolution.