Professor Cheng Hong devoted himself to the systematic and innovative research on the basic theory of machine learning and pattern recognition, computer vision, robotics and its application engineering, presided over and completed many scientific research projects such as the National Natural Science Foundation, the National 863 High-tech Plan and the International Cooperation Plan, and achieved many creative achievements, resulting in certain social and economic benefits. He presided over the design and development of Springrobot, an intelligent driving platform of Xi Jiaotong University, and successfully participated in the smart car competition held at the 2005 IEEE International Conference on Automotive Electronics and Safety. Completed two textbooks and academic monographs, co-authored Digital Signal Processing of Textbooks for the Eleventh Five-Year Plan of Automation with Academician Zheng Nanning (Tsinghua University Press, September 2007), and independently wrote Autonomous Intelligent Vehicles: Theory, Algorithm and Application (springer Press, 20 1 1 year, 65438+February). In addition, Cheng Hong is a reviewer of many international and domestic magazines and top conferences. Such as IEEE Intelligent Transportation System Journal, IEEE Video Technology Circuit and System Journal, Many important magazines at home and abroad, such as Springer Press Machine Vision and Application Journal, Elsevier Neurocomputing Journal, Electronic Journal, chinese journal, and reviewers of international conferences related to computer vision and pattern recognition (ICCV, CVPR, ICPR). In addition, Cheng Hong also organized and participated in many international academic conferences and summer schools. ICVES is the registered chairman in 2005, the local executive chairman of the third Sino-American Summer School of Vision, Learning and Pattern Recognition (VLPR20 1 1), the deputy editor of IEEE Journal of Computing Intelligence (2008-2010), and the financial chairman of ICME20 14.

At present, Dr. Cheng Hong teaches digital image processing, introduction to artificial intelligence, computer vision and pattern recognition, machine learning and other courses for undergraduates majoring in automation at University of Electronic Science and Technology of China.