姓 名：邓海东
技术职称：副教授
学历学位：理学博士
导师类别：硕士生导师
联系电话：15920359682
邮 箱：dhdong@scau.edu.cn
办公地点：2号楼209室
个人简介：
邓海东，博士，副教授，硕士研究生导师。2017-2018年阿姆斯特丹自由大学访问学者，目前工作重点主要集中在人工智能（深度学习，机器视觉等）在智能显微成像超分辨及重构、高光谱的智能感知及重构以及智慧农业等方面的应用。主要包括：高光谱成像技术在智慧农业场景中的应用；基于深度学习的显微高光谱重构；基于LSPR的单分子纳米传感器以及基于LSPR增强的SERS传感器及成像系统；基于光学参量变化的智能触觉传感器及网络的研发。在ACS Sustainable Chemistry & Engineering, Advanced Materials, ACS Applied Materials & Interfaces, Nanoscale等刊物上发表研究论文40余篇。参与国家自然科学基金项目3项，广东省重点研发计划项目1项，广东省自然科学基金及广州市科技计划项目7项。
教育经历：
1998.09-2002.07：江西师范大学，通信工程，本科
2002.09-2005.07：江西师范大学，光学，理学硕士
2007.09-2011.07：华南师范大学，光学，理学博士
工作经历：
2005.07-2015.07： 理学院应用物理系。
2013.06-2014.06：华南师范大学兰胜纳米光子学组（访问学者）。
2015.07-至今： 电子工程学院、人工智能学院人工智能系。
2017.12-2018.12：阿姆斯特丹自由大学Gijs生物物理组（访问学者）。
研究领域：
人工智能（深度学习，机器视觉等）在智能显微成像超分辨及重构、高光谱的智能感知及重构以及智慧农业等方面的应用。主要包括：高光谱成像技术在智慧农业场景中的应用；基于深度学习的显微高光谱重构；基于LSPR的单分子纳米传感器以及基于LSPR增强的SERS传感器及成像系统；基于光学参量变化的智能触觉传感器及网络的研发。
学术兼职：
广东省物理学会会员。
广东省光学学会会员。
承担科研项目情况
1.广东省自然科学基金博士启动项目：磁性液体与激光的相互作用及器件应用，主持。
2.广东省自然科学基金自由申请项目：表面等离子多功能光镊在生物分子操纵、筛选及传感中的应用，主持。
3.广州市科技计划项目科研专项：基于光镊的金纳米棒生物传感器的实验研究，主持。
4.国家自然科学基金面上项目：微纳米粒子与激光的相互作用及器件应用，参与。
5.广东省自然科学基金自由申请项目：表面等离激元Fano共振增强型微纳光操控的物理机制与应用研究，主持。
6.国家自然科学项目：基于双Tamm等离极化激元耦合模式的金属-半导体-金属热电子光电探测器，参与。
7.广东省重点领域研发计划：植物关键活性小分子活体生物传感器及在线监测分析系统研发，参与。
代表性论著：
1. Kunshen Feng, Junfeng Li, Miing Li, Shilong Gao, Weiqi Deng, Haitao Xu, Jing Zhao, Yubin Lan, Yongbing Long, and Haidong Deng*, Visible and NIR microscopic hyperspectrum reconstruction from RGB images with deep convolutional neural networks, Optics Express, 2024, 3(32): 4400-4412.
2. Weiqi Deng, Xiangshi Kong, Haitao Xu, Yongbing Long, and Haidong Deng*, Tunable transverse optical radiation forces induced by hybridization of electric and magnetic mode, Physical Review A, 2024, 109: 033501.
3. Shuiyang Luo, Xue Yuan, Ruiqing Liang, Kunsheng Feng, Haitao Xu, Jing Zhao, Shaokui Wang, Yubing Lan, Yongbing Long, Haidong Deng*, Prediction and visualization of gene modulated ultralow cadmium accumulation in brown rice grains by hyperspectral imaging, Spectrochimica Actra Part A: Molecular and Biomolecular Spectroscopy, 2023, 297, 122720.
4. Binfang Wu, Haitao Xu, Yufeng Shi, Hua Zhou, Yunpeng Li, Haidong Deng, Jianshan Ye, Yongbing Long, and Yubing Lan, Online monitoring of indole-3-acetic acid in living plants based on nigrogen-doped carbon nanotubes/core-shell Au@Cu2O nanoparticles/carbon fiber electrochemical microsensor, ACS Sustainable Chemistry & Engineering, 2022, 10, 13465-13475.
5. Wenyue Liang, Zheng Xiao, Haitao Xu, Haidong Deng*, Hai Li, Wanjun Chen, Zhaosu Liu, and Yongbing Long, Ultranarrow-bandwidth planar hot electron photodetector based on coupled dual Tamm plasmons, Optics Express, 2020, 28(21): 31330-31344.
6. Zhengxun Xiang, Xiangshi Kong, Xubo Hu, Haitao Xu, Yongbing Long, and Haidong Deng*, Reconfigurable optical forces induced by tunable mode interference in gold core-silicon shell nanoparticles, Optical Materials Express, 2019, 9(3): 1105-1117.
7. Zhong Jinyao, Xiao Zheng, Liang Wenyue; Wu Yifei, Ye Qiaojue, Xu Haitao, Deng Haidong, Shen Liang, Feng Xiliang, Long Yongbing, Highly Efficient and High Peak Transmittance Colorful Semitransparent Organic Solar Cells with Hybrid-Electrode-Mirror Microcavity Structure, ACS Applied Materials & Interfaces, 2019, 11(51): 47992-48001.
8. Wenyue Liang, Haidong Deng, Haitao Xu, and Yongbing Long, Improving magnetic dipole emission by coupled silicon nanocuboid dimer, Optical Materials Express, 2019, 9(1): 75-84.
9. Wenhao Huang, Shunfeng Li, Haitao Xu, Zhengxun Xiang, Yongbing Long, and Haidong Deng*, Tunable optical forces enhanced by plasmonic mode hybridization in optical trapping of gold nanorods with plasmonic nanocaviy, Optics Express, 2018, 26(5): 6202-6213.
10. Qiaofeng Dai, Min Ouyang, Weiguang Yuan, Jinxiang Li, Banghong Guo, Sheng Lan, Songhao Liu, Qiming Zhang, Guang Lu, Shaolong Tie, Haidong Deng, Yi Xu, Min Gu, Encoding random hot spots of a volume gold nanorod assembly for ultralow energy memory, Advanced Materials, 2017, 29(35):1701918.
11. Hai-Dong Deng, Xing-Yu Chen, Yi Xu et al, Single protein sensing with asymmetric plasmonic hexamer via Fano resonance enhanced two-photon luminescence, Nanoscale, 7, 20405, 2015. (该期的封面文章)
12. Hai-Dong Deng, Yuqi Yan, Yi Xu, “Tunable flat-top bandpass filter based on coupled resonatores on a graphene sheet,” IEEE Photon. Technol. Lett. 27, 1161, 2015.
13. Hai-Dong Deng, Guang-Can Li, Qiao-Feng Dai, et al, “Size dependent competition between second harmonic generation and two photon luminescence observed in gold nanoparticles,” Nanotechnology 24, 075201, 2013.
14. Hai-Dong Deng, Jin Liu, Wei-Ren Zhao, et al, “Ehancement of switching speed by laser-induced clustering of nanoparticles in magnetic fluids,” Appl. Phys. Lett. 92, 233103, 2008. (该文章被他引32次)
15. Hai-Dong Deng, Guang-Can Li, Qiao-Feng Dai, et al, “Role of interfering optical fields in the trapping and melting of Au nanorods and related clusters,” Opt. Express 20, 10963-10970, 2012.
16. Hai-Dong Deng, Guang-Can Li, Hai-Yin Liu, et al, “Assembling of three-dimensional crystals by optical depletion force induced by a single focused laser beam,” Opt. Express 20, 9616-9623, 2012.
17. Hai-Dong Deng, Jia-Ling Xu, Yi Xu, Refractive index sensing by using Fano resonance enhanced two-photon luminescence, Phys. Status Solidi-RRL 8, 427, 2014.
18. Hai-Dong Deng, Guang-Can Li, Hai Li, Observation of the dynamics of magnetic nanoparticles induced by a focused laser beam by using dark-field microscopy, J. Magn. Magn. Mater. 363, 103, 2014.
19. Hai-Dong Deng, Jin Liu, Wei-Ren Zhao, et al, “Response of colloidal liquids containing magnetic holes of different volume densities to magnetic field characterized by transmission measurements,” Chin. Phys. B 19, 107503, 2010.
20. Hai-Dong Deng, Hai Li, Interaction and assembly of non-magnetic spheres and magnetic nanoparticles dispersed in magnetic fluid, Acta. Phys. Sin. 62, 127501, 2013.
21. Lei Chen, Guang-Can Li, Guang-Yin Liu, Qiao-Feng Dai, Sheng Lan, Shao-Long Tie, and Hai-Dong Deng, Sensing the moving dirction, position, size and material type of nanoparticles with the two-photon-induced luminescence of a single gold nanorod, J. Phys. Chem. C, 117, 20146, 2013.
22. Qiao-Feng Dai, Hai-Dong Deng, Wei-Ren Zhao, et al, “All-optical switching mediated by magnetic nanoparticles, ” Opt. Lett. 35, 97, 2010.
23. Guang-Can Li, Cheng-Yun Zhang, Hai-Dong Deng, et al, “Efficient three-photon luminescence with strong polarization dependence from a scintillating silicate glass co-doped with Gd3+ and Tb3+,” Opt. Express 21, 6020-6027, 2013.
24. Sun Ting, Zhi-Chen Fu, Wei-Ren Zhao, Hai-Dong Deng, et al, “Optical trapping and manipulation of magnetic holes dispersed in a magnetic fluid, ” J. Appl. Phys. 107, 094306, 2010.
25. Guangyin Liu, Hai-Dong Deng, “Nonlinear optical properties of large-sized gold nanorods, Plasmonics 363, 103, 2014.
26. Zi-Ming Meng, Hai-Ying Liu, Wei-Ren Zhao, Hai-Dong Deng, et al, “Effects of optical forces on the transmission of magnetic fluids investigated by Z-scan technique,” J. Appl. Phys. 106, 044905, 2009.
27. Yi Xu, Xiaomeng Wang, Hai-Dong Deng, “Tunable all-optical plasmonic rectifier in nanoscale metal-insulator-metal waveguides, Opt. Lett. 39, 5846, 2014.
28. Denghai Dong, et al，“Optical Assembly of silica spheres dispersed in magnetic fluids，” Acta Photonica Sinica，43，1231002，2014.
主要授权专利、软件著作：
1. 一种基于改进YOLO模型的自然场景下蝉茶图像检测方法。
2. 一种基于对抗网络和迭代滤波器的显微镜图像去模糊方法。
3. 水稻镉含量的预测方法。
4. 一种基于高光谱技术的水稻苗镉含量可视化预测方法。
5. 一种基于高光谱成像技术的稻米结实率检测方法。
6. 一种基于深度学习的显微超分辨多光谱重构方法。
7. 一种帧内预测 CTU 快速划分方法、存储介质。
8. 基于神经网络和图像识别的茶小绿叶蝉叮咬鲜叶等级分类方法和装置。
9. 基于TinyML 的水果品质智能检测分级系统。
奖励荣誉及其他：
指导学生获2022届全国大学生智能汽车竞赛二等奖，获优秀指导老师称号。
