Xiaohui Yuan is an Associate Professor in the Department of Computer Science and Engineering at the University of North Texas, where he also directs the Computer Vision and Intelligent Systems (CoVIS) Laboratory. He received his B.S. degree in Electrical Engineering from Hefei University of Technology, China, in 1996, and his M.S. and Ph.D. degrees in Computer Science from Tulane University in 2003 and 2004, respectively. Dr. Yuan’s research spans computer vision, machine learning, pattern recognition, image processing, and artificial intelligence. His work has contributed to a wide range of topics including semantic segmentation, image enhancement and dehazing, feature selection, and intelligent systems for real-world sensing and perception. He has published extensively in high-impact journals and conferences, and his research has been widely cited, reflecting a strong influence in the fields of artificial intelligence and visual computing.