郑朝晖

 

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

  GitHub   英文主页

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研究方向

机器视觉和模式识别:
图像取证，二维码防伪，特征匹配，机器人视觉检测

教育背景

• 2016.9-2020.6       武汉大学，电子信息学院，博士.

科研项目

• 2025.01-2028.12     国家自然科学基金项目 (基于多重防伪认证机制下的隐形二维码防伪标签识别的方法研究) (主持)

• 2025.01-2028.12     湖北省省自然科学基金项目 (集成显性与隐性防伪码的识别方法及关键技术研究) (主持)

• 2022.08-2024.08     湖北省教育厅科研计划项目 (基于空频域贝叶斯推断模型的防伪鉴别研究) (主持)

• 2021.09-2023.09     武汉工程大学科学基金项目 (基于数字图像处理的防伪图案真伪鉴别研究) (主持)

• 2020.12-2023.12     教育厅科研计划项目 (基于视觉反应机理的图像特征匹配模型研究) (主持)

• 2019.08-2021.08     湖北省教育厅科研计划项目 (面向复杂场景下机器人视觉配准技术研究) (主持)

• 2018.10-2020.10     湖北省科技厅大学生科技创业计划项目 (机器人智能视觉引导系统) (主持)

• 2018.01-2021.12     国家自然科学基金面上项目 (基于概率推理的图像特征匹配统一理论模型及其应用研究) (参与)

• 2018.10-2021.12     装备预研教育部联合基金 (可见光融合图像超分辨率对地目标探测技术) (参与)

学术论文

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 1区 Top / 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 3区) [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 3区)[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 3区\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 1区 Top) [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 2区 Top) [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 2区) [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 4区) [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 4区\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 1区 Top) [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 3区) [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 3区)

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 2区) [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 2区) [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 4区) [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 3区) [PDF]

学术服务

学术期刊会议审稿人: IEEE Transactions on Information Forensics and Security, Expert Systems With Applications, Postharvest Biology and Technology, IEEE Acces等等.