Qiaoyuan Liu received a Ph.D. in analysis and planning of intelligent environment from Northeast Normal University, Changchun, China, in 2019. She is currently an Associate Researcher in the Changchun Institute of Optics, Precision Mechanics and Physics, Chinese Academy of Sciences, Changchun. Her research interests include image processing, artificial intelligence, machine vision, and pattern recognition.