Name：Zhang Qin
Professional Title / Position：Associate Professor
Research Direction：Machine vision, image processing, large language models
Team：Heterogeneous Parallel Computing and Cyberspace Security
Tel：13533441765
Email：cszhangq@scut.edu.cn
Biography：
In the past five years, I have published more than 20 papers in SCI-indexed journals as the first author or corresponding author. I have successively led four projects including the General Program of the National Natural Science Foundation of China, National Major Science and Technology Project, Sub-project of the National Key Research and Development Program of China,
Key Program of GuangDong Basic and Applied Basic Research Foundation.
I have received the Second Prize for Scientific and Technological Progress of the Ministry of Education's Higher Education Scientific Research Outstanding Achievement Awards, the Second Prize for Technological Invention of Guangdong Province, and the First Prize for Scientific and Technological Progress of the Guangdong Province Excellence Award for Artificial Intelligence and Robotics.
Education：
2013, South China University of Technology, Computer Application Technology, Doctoral degree2002, Wuhan University, Computer Software and Theory, Master's degree1996, Central China Normal University, Computer Software, Bachelor's degree
Work Experience：
Since 2002, a faculty member at the School of Computer Science and Engineering, South China University of Technology
Course：
Discrete Mathematics
Network Information Retrieval
Artificial Intelligence and Smart Healthcare
Projects：
1. Study on the Solidification Formation Mechanism of LDU-MIG Welding Molten Pool Based on In-situ Neutron Diffraction Technology, the General Program of the National Natural Science Foundation of China, 2024.01−2027.12 (Leader)
2. Development and Application of High-Performance Digital Welding Power Supply, National Major Science and Technology Project, 2024.10−2027.09 (Leader)
3. Key Laser In-Situ Repair Technology for Key Structural Components of Offshore Engineering Equipment, Key Program of GuangDong Basic and Applied Basic Research Foundation, 2021.10−2024.09 (Leader)
4. Research on Key Technologies of Underwater High-Pressure Dry Welding Repair Equipment, Sub-project of the National Key Research and Development Program of China,2023.12−2026.11 (Leader)
Publications：
1. Papers
(1) Zhang Qin, Zhao Zhongyou, Wang Zhenmin, Wan Zixuan, Wang Hui-ping, Li Guangze*. Deep multimodal fusion of spectral and visual data for laser welding defect classification. Engineering Applications of Artificial Intelligence,2026.
(2) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Wu Xiangmiao, Wu Jianwen, Zhang Qin*. An integrated calibration and 3D reconstruction method for humanoid welding robots. Measurement, 2025.
(3) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Wu Xiangmiao, Zhang Qin*. A Novel Visual-Based 3-D Reconstruction Method for Underwater Dry Welding Robots. IEEE Transactions on Instrumentation and Measurement, 2025.
(4) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Zhang Qin*. A 3D reconstruction and relocalization method for humanoid welding robots.IEEE Signal Processing Letters, 2025.
(5) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Wu Xiangmiao, Zhang Qin*. Towards new-generation of intelligent welding manufacturing: A systematic review on 3D vision measurement and path planning of humanoid welding robots. Measurement, 2025.
(6) Zhao Zhongyou, Guo Peiwen, Chen Xianhao, Zhang Qin*. SwiftWater: A lightweight SwiftFormer-based underwater image enhancement network with auxiliary prompt module. Digital Signal Processing, 2024.
(7) Zhang Qin, Li Jiajie, Nan Xiangling, Zhang Xiaodong*. Detail-sensitive 3D-UNet for pulmonary airway segmentation from CT images. Medical & Biological Engineering & Computing,2024.
(8) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Wu Xiangmiao, Zhang Qin*. Application of artificial intelligence in the new generation of underwater humanoid welding robots: a review. Artificial Intelligence Review, 2024.
(9) Chi Peng, Wang Zhenmin, Liao Haipeng, Li Ting, Zhan Jinhua, Wu Xiangmiao, Tian Jiyu*, Zhang Qin*. Low-Latency Visual-Based High-Quality 3-D Reconstruction Using Point Cloud Optimization. IEEE Sensors Journal, 2023.
(10) Liu Yanxia, Chen Anni, Shi Hongyu, Huang Sijuan, Zheng Wanjia, Liu Zhiqiang, Zhang Qin*, Yang Xin*. CT synthesis from MRI using multi-cycle GAN for head-and-neck radiation therapy. Computerized Medical Imaging and Graphics, 2021.
2. Textbook
Internet Information Retrieval, South China University of Technology Press,2018.
Awards：
1. First Prize for Scientific and Technological Progress of the Guangdong Province Excellence Award for Artificial Intelligence and Robotics(2025)
2. Second Prize for Scientific and Technological Progress of the Ministry of Education's Higher Education Scientific Research Outstanding Achievement Awards(2019)
3. Second Prize for Technological Invention of Guangdong Province(2014)
