教授/博导

邮箱：bingzh@ouc.edu.cn

地址：

三亚崖州湾科技城用友产业园1号楼7层

中国海洋大学三亚海洋研究院深远海立体观测网支撑保障与信息服务中心

教育经历:

2010年09月－2013年06月 中国海洋大学计算机应用技术专业 博士

1992年09月－1995年06月 青岛海洋大学海洋物理专业 硕士

1987年09月－1991年06月 青岛海洋大学电子学与信息系统专业 本科

工作经历:

2020年04月－至今 中国海洋大学三亚海洋研究院 教授

2005年09月－2006年10月 英国威斯敏斯特大学 访问学者

1995年09月－至今 中国海洋大学 副教授/教授

研究方向/领域:

水下目标光学探测、水下视觉信息处理

主要业绩:

长期从事水下目标光学特性、水下探测光场分布、水下目标三维探测，等方面的研究，先后提出了基于激光差频扫描、非均匀光场、广域层级光场、离散光场的水下成像技术，近年来开展了水下远距离激光通信、水下原位观测、水下AI视觉技术的研究。主持863计划4项、NSFC 2项、科技部国际科技合作项目1项、国家重点研发计划战略高技术重点专项2项。发表SCI、EI论文40余篇，获授权国家发明专利3项，担任ACM中国应用计算专委会和ACM青岛地区分会执行委员会主席，担任国际知名海洋工程领域会议Oceans 2017 Aberdeen committee member，获InCoB 2017 最佳论文金奖。

论文发表情况:

1. Mengnan Sun, Zhaorui Gu, Haiyong Zheng*, Bing Zheng*, John Watson. Underwater wide-area layered light field for underwater detection. IEEE Access, 2018.

2. Haiyong Zheng, Ruchen Wang, Zhibin Yu, Nan Wang, Zhaorui Gu, Bing Zheng*. Automatic plankton image classification combining multiple view features via multiple kernel learning. BMC Bioinformatics, 2017, DOI:10.1186/s12859-017-1954-8.

3. Mengnan Sun, Bing Zheng*, Bo Peng, et al. A target detectability assessment metric for the underwater electro-optic imaging system[J]. Optics & Laser Technology, 2017.

4. Yan Wang, Na Li, Zongying Li, Zhaorui Gu, Haiyong Zheng*, Bing Zheng, Mengnan Sun. An imaging-inspired no-reference underwater color image quality assessment metric. Computers and Electrical Engineering, 2017, DOI:10.1016/j.compeleceng.2017.12.006.

5. Mengnan Sun, Bing Zheng*, Bo Peng, Yan Wang, Haiyong Zheng. A target detectability assessment metric for the underwater electro-optic imaging system. Optics and Laser Technology, 2017, DOI:10.1016/j.optlastec.2017.10.028.

6. Zhibin Yu, Yubo Wang, Bing Zheng*, Haiyong Zheng, Nan Wang, Zhaorui Gu. Underwater inherent optical properties estimationusing a depth aided deep neural network. Computational Intelligence and Neuroscience, 2017, DOI: 10.1155/2017/8351232.

7. Nan Wang, Haiyong Zheng*, Bing Zheng. Underwater image restoration via maximum attenuation identification. IEEE Access, 2017, DOI: 10.1109/ACCESS.2017.2753796.

8. Nan Wang, Bing Zheng*, Haiyong Zheng, Zhibin Yu. Feeble object detection of underwater images through LSR with delay loop. Optics Express, 2017, DOI: 10.1364/OE.25.022490.

9. Haiyong Zheng*, Nan Wang, Zhibin Yu, Zhaorui Gu, Bing Zheng. Robust and automatic cell detection and segmentation from microscopic images of non-setae phytoplankton species. IET Image Processing, 2017, DOI:10.1049/iet-ipr.2017.0127.

10. Bing Zheng, Nan Wang*, Haiyong Zheng, Zhibin Yu, Jinpeng Wang. Object extraction from underwater images through logical stochastic resonance. Optics Letters, 2016, DOI: 10.1364/OL.41.004967.

11. Guoyu Wang*, Bing Zheng, Fei Fei Sun. Estimation-based approach for underwater image restoration. Optics Letters, 2011, DOI:10.1364/OL.36.002384.

12. 徐洪梅*, 张志刚, 郑冰. 水下非均匀光场的分布特性. 光子学报, 2010.

13. 郑冰 *, 吉光学, 付民. 浑水中非均匀光场探测图像方法. 光子学报, 2007.

14. Haiyong Zheng, Ruchen Wang, Zhibin Yu, Nan Wang, Zhaorui Gu, Bing Zheng*. Automatic plankton image classification combining multiple view features via multiple kernel learning. International Conference on Bioinformatics (InCoB), 2017, BestPaper Awards of BMC Track [Gold].

15. Chao Wang, Zhibin Yu, Haiyong Zheng*, Nan Wang, Bing Zheng. CGAN-Plankton: Towards large-scale imbalanced class generation and fine-grained classification. IEEE International Conference on Image Processing (ICIP), 2017.

16. Jialun Dai, Zhibin Yu, Haiyong Zheng*, Bing Zheng, Nan Wang. A hybrid convolutional neural network for plankton classification. The 13th Asian Conference on Computer Vision (ACCV ) Workshops, Workshop on Mathematical and Computational Methods in Biomedical Imaging and Image Analysis (MCBMIIA), 2016, DOI: 10.1007/978-3-319-54526-4_8.

17. Yafei Zhu, Lin Chang, Jialun Dai, Haiyong Zheng*, Bing Zheng. Automatic object detection and segmentation from underwater images via saliency-based region merging. OCEANS MTS/IEEE Shanghai, 2016, DOI: 10.1109/OCEANSAP.2016.7485598.

18. Lin Chang, Ruchen Wang, Haiyong Zheng*, Jialun Dai, Bing Zheng. Phytoplankton feature extraction from microscopic images based on SURF-PCA. OCEANS MTS/IEEE Shanghai, 2016, DOI: 10.1109/OCEANSAP.2016.7485699.

19. Zongying Li, Zhaorui Gu, Haiyong Zheng, Bing Zheng*, Jingpeng Liu. Underwater image sharpness assessment based on selective attenuation of color in the water. OCEANS MTS/IEEE Shanghai, 2016, DOI: 10.1109/OCEANSAP.2016.7485695.

20. Zhaorui Gu, Ruchen Wang, Jialun Dai, Haiyong Zheng*, Bing Zheng. Automatic searching of fish from underwater images via shape matching. OCEANS MTS/IEEE Shanghai, 2016, DOI: 10.1109/OCEANSAP.2016.7485597.

21. Hongkun Liu, Jialun Dai, Ruchen Wang, Haiyong Zheng*, Bing Zheng. Combining background subtraction and three-frame difference to detect moving object from underwater video. OCEANS MTS/IEEE Shanghai, 2016, DOI:10.1109/OCEANSAP.2016.7485613.

22. Jingpeng Liu, Bing Zheng*, Lifeng Zhao, Zhaoyang Gong. A design of underwater wireless laser communication system based on PPM modulating method. OCEANS MTS/IEEE Washington, 2015, DOI: 10.23919/OCEANS.2015.7404480.

23. Haiyong Zheng*, Xue Sun, Bing Zheng, Rui Nian, Yangfan Wang. Underwater image segmentation via dark channel prior and multiscale hierarchical decomposition. OCEANS MTS/IEEE Genova, 2015, DOI: 10.1109/OCEANS-Genova.2015.7271450.

24. Mengnan Sun, Bing Zheng*. Paying the way of FPV-ROV with a function of GSM-GPS reverse positioning. Advanced Technologies in Ad Hoc and Sensor Networks, 2014, DOI: 10.1007/978-3-642-54174-2_34.

25. Mengnan Sun, Bing Zheng*, Lifeng Zhao, Jia Yu. Paying a way of the ROV equipped with a function of underwater laser communication. OCEANS MTS/IEEE Taipei, 2014, DOI: 10.1109/OCEANS-TAIPEI.2014.6964361.

26. Mengnan Sun, Bing Zheng*, Lifeng Zhao, Xueqin Zhao, Feifei Kong. A design of the video transmission based on the underwater laser communication. OCEANS MTS/IEEE St. John’s, 2014, DOI: 10.1109/OCEANS.2014.7003241.

27. Yuejiao He, Bing Zheng*, Yuzhen Ding, Hua Yang. Underwater image edge detection based on K-means algorithm. OCEANS MTS/IEEE St. John’s, 2014, DOI: 10.1109/OCEANS.2014.7003230.

28. Zitao Wang, Bing Zheng, Haiyong Zheng. Numerical simulation of underwater inhomogeneous illumination. OCEANS MTS/IEEE Bergen, 2013, DOI: 10.1109/OCEANS-Bergen.2013.6607974.

29. Zitao Wang, Bing Zheng*, Weijian Tian. New approach for underwater image denoise combining inhomogeneous illumination and dark channel prior. OCEANS MTS/IEEE San Diego, 2013, DOI: 10.23919/OCEANS.2013.6741111.

30. Bing Zheng*, Haiyong Zheng, Lifeng Zhao, Yongjian Gu, Lijun Sun, Yuting Sun. Underwater 3D target positioning by inhomogeneous illumination based on binocular stereo vision. OCEANS MTS/IEEE Yeosu, 2012, DOI:10.1109/OCEANS-Yeosu.2012.6263373.

31. Haiyong Zheng*, Bing Zheng, Guangrong Ji, ZhongwenGuo, Yuting Sun. Image enhancement of underwater target detection by inhomogeneous illumination. OCEANS MTS/IEEE Yeosu, 2012, DOI: 10.1109/OCEANS-Yeosu.2012.6263374.