LIU Hong

LIU Hong is a Faculty member at the School of Electronic and Computer Engineering, Peking University. His research interests include Computer Vision and Intelligent Robotics, Machine learning and intelligent human-computer interaction. He has undertaken over 20 national-level scientific research projects and has published more than 200 academic papers. His research has been cited over 5,000 times, and he has obtained more than 40 national invention patents. He has also received several awards, including the National Aerospace Science and Technology Progress Award and the Wu Wenjun Artificial Intelligence Science and Technology Award. During the "14th Five-Year Plan" period, his research will focus on the fields of "robot visual perception and autonomous learning."

Hong Liu is a researcher at Peking University specializing in Embodied Intelligence and Intelligent Robotics. Their work focuses on advancing machine learning techniques for computer vision tasks, including image deraining, super-resolution, and semantic segmentation. Liu's research also explores attention mechanisms, generative adversarial networks, and transformer architectures for tasks such as human action recognition, 3D human pose estimation, and object detection. Additionally, they contribute to the development of datasets and methods for PCB defect detection and violence detection using oriented violent flows. Their research emphasizes the integration of temporal and spatial contexts to improve the robustness and accuracy of vision-based systems.