PROFESSOR/DOCTORAL TUROR

E-MAIL：bingzh@ouc.edu.cn

ADDRESS：

7 / F, building 1, UFIDA Industrial Park, Yazhou Bay Science and Technology City, Innovation Centre for Deep Sea Observation Network of Sanya Oceanography Institution, Ocean University of China.

EDUCATION:

2010/09-2013/06 PH.D. of computer application technology, Ocean University of China

1992/09-1995/06 Master of marine physics, Ocean University of Qingdao

1987/09-1991/06 Undergraduate in electronics and information system, Ocean University

of Qingdao

WORK:

2020/04－now Professor, Sanya Oceanography Institution, China Ocean University

2005/09－2006/10 Visiting scholar, University of Westminster, UK

1995/09－now Associate professor/professor of Ocean University of China

RESEARCH FIRLD:

Underwater optics detection, information processing of underwater vision

ACHIEVEMENTS:

He has long been engaged in the research of underwater target optical characteristics, underwater detection light field distribution, underwater target 3-D detection. He has proposed several underwater imaging technology based on laser difference frequency scanning, non-uniform light field, wide-area layer light field and discrete light field. In recent years, his research mainly focuses on underwater long-distance laser communication, underwater in-situ observation, and underwater AI vision technology. He presided over the completion of 4 projects in the nation's 863 Program and 2 NSFC projects, took charge of 1 international science and technology cooperation project of the Ministry of Science and Technology, and 2 key projects of national key R & D plan strategic high-tech，published more than 40 SCI and EI papers, and authorized 3 national invention patents. He served in the ACM China Applied Computing Special Committee and is the chairman of the ACM Qingdao Regional Branch Executive Committee, the Oceans 2017 Aberdeen committee member of the internationally renowned offshore engineering conference and won the InCoB 2017 Best Paper Gold Award.

PAPERS:

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 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. Hongmei Xu*, Zhigang Zhang, Bing Zheng. Distribution Characteristics in the Underwater Inhomogeneous Illumination Field. ACTA PHOTONICA SINICA, 2010.

13. Bing Zheng *, Guangxue Ji, Min Fu. Image Detecting Method of Inhomogeneous Optic Field in Turbid Water . ACTA PHOTONICA SINICA, 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.