Zhou Zhiheng

  • Title

    Professor, Doctoral & Graduate Supervisor, School of future technology

  • E-mail

    hannan@scut.edu.cn

  • Honor

    Deputy Director of the Guangdong Province Intelligent Network Communication and Computing Engineering Technology Research Center, Member of the Guangzhou Statistical Society

Admission Programs/Majors

  • MEng: 1) Electronic Information

  • MS:1)Intelligent Science and Technology

  • Ph.D: 1) Electronic Information; 2) Intelligent Science and Technology;

Personal Profile

Zhou Zhiheng is a professor at South China University of Technology and a master's and doctoral supervisor. He is currently a member of the Youth Work Committee of the Central Committee of the China Democratic League, deputy director of the Youth Work Committee of the Guangdong Provincial Committee of the China Democratic League, vice chairperson of the Committee of the China Democratic League of South China University of Technology, deputy director of the Guangdong Provincial Engineering Technology Research Center for Intelligent Network Communication and Computing, and a director of the Guangzhou Statistical Society. Research directions: (1) Image processing theory and applications: denoising, segmentation, restoration, object detection and recognition, encoding and decoding, medical image analysis; (2) Pattern Recognition and Artificial Intelligence: Transfer Learning, Few-shot Learning; (3) Intelligent systems: Video surveillance systems, Internet of Things, industrial Internet, VR/AR, vehicle-mounted assisted driving devices, smart home/building.

Research Interests

  • Image processing theory and application, medical image analysis, pattern recognition and artificial intelligence, intelligent systems

Representative Research Achievements

  • Zhou Zhiheng, Dai Ming, Guo Yongfan, Li Xiangwei. Global-to-local region-based indicator embedded in edge-based level set model for segmentation. DIGITAL SIGNAL PROCESSING, Vol.114 DOI: 10.1016/j.dsp.2021.103061

  • Chen Zhen, Zhou Zhiheng, Adnan Saifullah. Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING  DOI: 10.1007/s11517-020-02312-8  

  • Chen Zengqun, Zhou Zhiheng, Huang Junchu, Zhang Pengyu, Li Bo. Frame-Guided Region-Aligned Representation for Video Person Re-identification, Vol 34 No 07: AAAI-20 Technical Tracks pp.10591-10598, 2020

  • Delu Zeng, Zhiheng Zhou, and Shengli Xie. Image Segmentation Based on the Poincaré Map Method. IEEE Transactions on Image Processing, VOL. 21, NO. 3, 946-957, MARCH 2012

  • Zeng Delu. Zhou Zhiheng, Xie Shengli. Coarse-to-Fine Boundary Location With a SOM-Like Method. IEEE Transactions on Neural Networks, 21(3):481-493,2010