Zhaohui Zheng (Ph.D)

 

  Email: zhengzhaohui@whu.edu.cn; zhengzhaohui@sina.cn

  GitHub   中文主页

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Research Interest

Computer Vision and Pattern Recognition:
Robot vision inspection, Feature Matching, Image Anti-counterfeiting

Education

• 2016.9-2020.6       Ph.D in Electronic Information School, Wuhan University.

Research Project

• 2025.01-2028.12     The National Natural Science Foundation of China (Research on the method of invisible QR code anti-counterfeiting label recognition based on multiple anti-counterfeiting authentication mechanism) (PI)

• 2025.01-2028.12     The Natural Science Foundation of Hubei (Research on Recognition Methods and Key Technologies for Integrating Explicit and Hidden Anti-counterfeiting Codes) (PI)

• 2022.08-2024.08     The Science and Technology Research Project of Hubei (China) Education Department (Research on anti-counterfeiting identification based on spatial frequency domain bayesian inference model) (PI)

• 2021.09-2023.09     The Science Research Project of Wuhan Institute of Technology (Research on Authenticity Identification of Anti counterfeiting Patterns Based on Digital Image Processing) (PI)

• 2020.12-2023.12     The Science and Technology Research Project of Jiangxi (China) Education Department (Research on image feature matching model based on visual reaction mechanism) (PI)

• 2019.08-2021.08     The Science and Technology Research Project of Hubei (China) Education Department (Research on robot vision registration technology for complex scenes) (PI)

• 2018.10-2020.10     The Science and Technology Entrepreneurship Projects for College Students of Hubei (China) Science and Technology Department (Intelligent vision guidance system for robot) (PI)

• 2018.01-2021.12     National Natural Science Foundation of China (Research on unified theory model of image feature matching based on probabilistic reasoning and its application) (CO-PI)

• 2018.10-2021.12     Joint Fund of the Ministry of Education for Equipment Pre-research of China (Super resolution ground target detection technology based on visible light fusion image) (CO-PI)

Publications

1. Zhaohui Zheng, Tinfeng Ji*, et al. Re-DETR：Research on Fast Detection Technology for Railway Engineering Targets in Dark Time Domain, IEEE Access, 2024, 12:175501-175510.(SCI 3区) [PDF]

2. Zhaohui Zheng, Bichao Xu*, Jianping Ju, et al. Circumferential Local Ternary Pattern: New and Efficient Feature Descriptors for Anti-Counterfeiting Pattern Identification, IEEE Transactions on Information Forensics and Security, 2022, 17: 970-981. (SCI Q1 / CCF A) [PDF] [Code]

3. Zhaohui Zheng, Yuanyuan Li*, Deng Chen, et al. Robot target location based on the difference in monocular vision projection, IEEE Access, 2023, 11: 1883-1889. (SCI Q2) [PDF]

4. Haiyuan Cao, Deng Chen, Zhaohui Zheng, Yanduo Zhang, et al. Fast Point Cloud Registration Method with Incorporation of RGB Image Information, Applied Sciences, 2023, 13(8): 5161.(SCI Q2)[PDF]

5. Zhaohui Zheng, Yunchen Luo*, Saoyi Li, et al. Rapid Detection of Tools of Railway Works in the Full Time Domain, Sustainability, 2022, 14: 13662. (SCI Q2\SSCI) [PDF]

6. Zhaohui Zheng, Hong Zheng*, Jianping Ju, et al. A system for identifying an anti-counterfeiting pattern based on the statistical difference in key image regions, Expert Systems With Applications, 2021, 183: 115410. (SCI Q1) [PDF] [Code]

7. Zhaohui Zheng, Hong Zheng, Yong Ma, Fan Fan*, et al. Feedback Unilateral Grid-Based Clustering Feature Matching for Remote Sensing Image Registration, Remote Sensing, 2019, 11(12): 1418. (SCI Q1) [PDF] [Code]

8. Zhaohui Zheng, Yong Ma, Hong Zheng*, et al. UGC: Real-time, Ultra-robust Feature Correspondence via Unilateral Grid-based Clustering, IEEE Access, 2018, 6(1): 55501-55508. (SCI Q2) [PDF]

9. Zhaohui Zheng, Yong Ma, Hong Zheng*, et al. Industrial part localization and grasping using a robotic arm guided by 2D monocular vision, Industrial Robot, 2018, 45(11): IR-06. (SCI Q4) [PDF]

10. Jing Chen, Mingxuan Zhang, Yan Yan, Zhaohui Zheng*. RESEARCH ON MENTAL HEALTH ASSESSMENT OF COLLEGE STUDENTS UNDER BIG DATA, Psychiatria Danubina, 2022, 34(s4): 503-504. (SCI Q3\SSCI) [PDF]

11. Zhongyuan Guo, Shiyuan Wang, Zhaohui Zheng, Ke Sun. Printer source identification of quick response codes using residual attention network and smartphones. Engineering Applications of Artificial Intelligence, 2024, 131: 107822. (SCI Q1) [PDF]

12. Siyuan Cai, Wei Wei, Deng Chen, Jianping Ju, Yanduo Zhang, Wei Liu and Zhaohui Zheng. Security Risk Intelligent Assessment of Power Distribution Internet of Things via Entropy-Weight Method and Cloud Model, Sensors 2022, 22(13), 4663. (SCI Q2) [PDF]

13. Sikai Wang, Jin Yang, Deng Chen, Jin Huang, Yanduo Zhang, Wei Liu, Zhaohui Zheng and Yanan Li. LiteCortexNet: Towards Efficient Object Detection at Night, The Visual Computer, 2022, 38: 3073-3085. (SCI Q2)

14. Jianping Ju, Hong Zheng, Xiaohang Xu, Zhongyuan Guo, Zhaohui Zheng, Mingyu Lin. Classification of jujube defects in small data sets based on transfer learning, Neural Computing & Applications, 2021, 1(1): 1-14. (SCI Q1) [PDF]

15. Zhongyuan Guo, Hong Zheng, Changhui You, Xiaohang Xu, Xiongbin Wu, Zhaohui Zheng, Jianping Ju. Digital forensics of scanned QR code images for printed source identification using bottleneck residual block. Sensors, 2020, 20:6305-6318. (SCI Q2) [PDF]

16. Zhongyuan Guo, Hong Zheng, Xiaohang Xu, Jianping Ju, Zhaohui Zheng, et al. Quality grading of jujubes using composite convolutional neural networks in combination with RGB color space segmentation and deep convolutional generative adversarial networks. J Food Process Eng, 2020, 44:13620. (SCI Q3) [PDF]

17. Xiaohang Xu, Hong Zheng, Zhongyuan Guo, Xiongbin Wu, Zhaohui Zheng. SDD-CNN: Small Data-Driven Convolution Neural Networks for Subtle Roller Defect Inspection , Applied Sciences-Basel, 2019, 9(7): 1364. (SCI Q3) [PDF]

Services

Journal Reviewer: IEEE Transactions on Information Forensics and Security, Expert Systems With Applications, Postharvest Biology and Technology, IEEE Access, et al.