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基本信息 The basic information
姓名: 任振波

学院: 物理科学与技术学院


学历: 博士研究生毕业

学位: 哲学博士


职称: 讲师（高校）

职务:


学科:


邮箱: zbren@nwpu.edu.cn




工作经历 Work Experience
2019年2月 - 至今，西北工业大学，理学院，助理教授



教育经历 Education Experience
2014年09月－2018年08月，香港大学，工程学院，哲学博士
2011年09月－2014年01月，清华大学，精密仪器系，工学硕士
2007年09月－2011年06月，华中科技大学，光电信息学院，工学学士



科学研究 Scientific Research

主要研究方向
(1)光学/计算成像，数字全息成像，显微成像
主要研究通过算法设计提高成像系统如数字全息术、显微术的光学性能，如自动聚焦、相位畸变补偿、多聚焦图像融合等。
(2)深度学习与成像技术的交叉热点
1. 通过设计神经网络，实现数字全息术中的自动聚焦、全息重建（振幅重建、定量相位成像、扩展景深成像和深度图生成）、超分辨率成像等。
2. 针对高维多模态传感器（偏振、可见光光谱、红外）实现信息融合。
(3)基于深度学习方法的目标识别/检测
利用目标检测模型，针对数字病理学样本、遥感成像、飞行器目标等应用场景实现特定目标的快速、自动检测。


主持的科研项目
(1)国家自然科学基金青年基金项目 (2020/01-2022/12)
(2) 中央高校基本科研业务费 (2019/03-2021/12)




学术成果 Academic Achievements
期刊论文(Academic Journals):
22. Zhenbo Ren, Peiyan Guan, Edmund Y. Lam and Jianlin Zhao,“Extended focused imaging in microscopy using structure tensor and guided filtering,”Optics and Lasers in Engineering,140:106549, 2021.
21. Ju Tang, Kaiqiang Wang, Zhenbo Ren, Wei Zhang, Xiaoyan Wu,Jianglei Di, Guodong Liu,and Jianlin Zhao,“RestoreNet: a deep learning framework for image restoration in optical synthetic aperture imaging system,”Optics and Lasers in Engineering,139:106463, 2021.
20. Kaiqiang Wang, Jianglei Di, Ying Li, Zhenbo Ren, Qian Kemao and Jianlin Zhao,“Transport of intensity equation from a single intensity image via deep learning,” Optics and Lasers in Engineering, 134:106233, 2020.
19. Zhenbo Ren, Edmund Y. Lam and Jianlin Zhao,“Real-Time Target Detection in Visual Sensing Environments Using Deep Transfer Learning and Improved Anchor Box Generation,” IEEE Access,8:193512-193522, 2020.
18. Zhenbo Ren, Jianlin Zhao, and Edmund Y. Lam,“Acceleration of autofocusing with improved edge extraction using structure tensor and Schatten norm,” Optics Express, 28(10):14712-14728, 2020.
17. 任振波，林彥民，“光学扫描全息术研究进展,” 光学学报, 40(1), 2020.
特邀综述(Invited review paper)
16. Zhenbo Ren, Jianlin Zhao, and Edmund Y. Lam,“Automatic phase aberrations compensation for digital holographic microscopy using sparse inverse imaging,” APL Photonics, 4(11):110808(1-10), 2019.
15. Zhenbo Ren,Hayden K.-H. So, and Edmund Y. Lam,“Fringe pattern improvement and super-resolution using deep learning in digital holography,” IEEE Transactions on Industrial Informatics, 15(11):6179-6186, 2019.
14. Zhenbo Ren, Zhimin Xu, and Edmund Y. Lam,“End-to-end deep learning framework for digital holographic reconstruction,” Advanced Photonics, 1(1):016004, 2019.
Highlighted as Editors' Pick in this first issue of the journal | Top Download in 2019 | SPIE news feature | Top Cited Article on Imaging and Sensing
13. Zhenbo Ren, Zhimin Xu, and Edmund Y. Lam,“Learning-based nonparametric autofocusing for digital holography,” Optica, 5(4):337-344, 2018.
12. Zhenbo Ren, Ni Chen, and Edmund Y. Lam,“Automatic focusing for multisectional objects in digital holography using structure tensor,” Optics Letters, 42(9):1720-1723, 2017.
11. Ni Chen, Zhenbo Ren, Dayan Li, Edmund Y. Lam, and Guohai Situ,“Analysis of the noise in backprojection light field acquisition and its optimization,” Applied Optics, 56(13):F20-F26, 2017.
10. Zhenbo Ren, Ni Chen, and Edmund Y. Lam,“Extended focused imaging and depth map reconstruction in optical scanning holography,” Applied Optics, 55(5):1040-1047, 2016.
Among 15 most cited articles in the journal between 2016 and 2018
9. Ni Chen, Zhenbo Ren, and Edmund Y. Lam,“High-resolution Fourier hologram synthesis from photographic images through computing the light field,” Applied Optics, 55(7):1751-1756, 2016.
Top Downloaded Article on Imaging Systems from Applied Optics and Optics Express in 2015-16
8. Ni Chen, Zhenbo Ren, Haiyan Ou, and Edmund Y. Lam,“Resolution enhancement of optical scanning holography with a modulated point spread function,” Photonics Research, 4(1):1-6, 2016.
7. Ping Su, Pengli An, Jianshe Ma, Lixiang Han, Zhenbo Ren, Jie Mao, Liangcai Cao, and Guofan Jin,“Demonstration of an autostereoscopic three-dimensional light-emitting diode display using diffractive optical elements sheet,” Journal of Display Technology, 11(11):953-958, 2014.
6. Zhenbo Ren, Ping Su, Jianshe Ma, and Guofan Jin,“Secure and noise-free holographic encryption with a quick-response code,” Chinese Optics Letters, 12(1):010601, 2014.
5. Zhenbo Ren, Ping Su, and Jianshe Ma,“Information content compression and zero-order elimination of computer-generated hologram based on discrete cosine transform,” Optical Review, 20(6):469-473, 2013.
4. 马建设，任振波，苏萍，夏飞鹏，“多重计算全息水印技术,” 光学精密工程, 21(8):2111-2120, 2013.
3. 马建设，任振波，苏萍，夏飞鹏，“全息再现中几种消零级方法的像质评价及其改进,” 半导体光电, 34(4):713-718, 2013.
2. 马建设，夏飞鹏，任振波，苏萍，“压缩感知相移数字全息术,” 半导体光电, 1:130-133, 2013.
1. Jianshe Ma, Ping Su, Feipeng Xia, Zhenbo Ren, and Tong Liu,“Magnification of optical image in holography projection using lensless Fresnel holography,” Optical Engineering, 51(8):085801(1-7), 2012.


会议论文(Conference Proceedings):
12.Zhenbo Ren, Edmund Y. Lam, and Jianlin Zhao, “Learning-based cell detection in digital pathology,” inCLEO, May 2021.
11. Zhenbo Ren, Tianjiao Zeng, and Edmund Y. Lam,“Digital holographic imaging via deep learning,”in OSA Topical Meeting in Computational Optical Sensing and Imaging,pp. CTu3A.4,June 2019.
10. Zhenbo Ren, Zhimin Xu, and Edmund Y. Lam,“Phase aberration compensation in digital holographic microscopy using regression analysis,”in OSA Topical Meeting in Computational Optical Sensing and Imaging, pp. JTh3B.5, June 2018.
9. Tianjiao Zeng, Zhenbo Ren, and Edmund Y. Lam,“Speckle suppression using the convolutional neural network with an exponential linear unit,”in OSA Topical Meeting inComputational Optical Sensing and Imaging, pp. CW5B.3, June 2018.
8. Zhenbo Ren, Zhimin Xu, and Edmund Y. Lam,“Autofocusing in digital holography using deep learning,” in SPIE Photonics West (BIOS Chapter), pp. 104991V, January 2018.
7. Zhenbo Ren and Edmund Y. Lam,“Edge-preserving autofocusing in digital holography,”in OSA Topical Meeting in Digital Holography and Three-Dimensional Imaging, pp. W2A.29, May 2017.
6. Chandra Jinata, Luoqin Yu, Naushad Hossain, Zhenbo Ren, Edmund Y. Lam, Marco C. Wong, Wing-Tat Chan, Hector K. Wang, Gus C. Chan, Kin-Tak Chan, Nikki P. Lee, and Kenneth K.Y. Wong,“Enhanced esophageal tumor imaging with optical coherence tomography using gold nanoparticles,”in Reporters, Markers, Dyes, Nanoparticles, and Molecular Probes for Biomedical Applications,volume 10079 of Proceedings of the SPIE, January 2017.
5. Zhenbo Ren and Edmund Y. Lam,“Super-resolution imaging in optical scanning holography using structured illumination,”in SPIE/COS Photonics Asia, pp. **, October 2016.
Invited Paper at the conference
4. Zhenbo Ren, Ni Chen, Antony C. Chan, and Edmund Y. Lam,“Extended focused imaging in a holographic microscopy imaging system,”in IEEE International Conference on Imaging Systems and Techniques, pp. 67-72, September 2015.
3. Zhenbo Ren and Edmund Y. Lam,“Secure and noise-free holographic encryption with a quick-response code,”in IEEE Photonics Scociety - Hong Kong Chapter, December 2015.
2. Zhenbo Ren, Ni Chen, Antony C. Chan, and Edmund Y. Lam,“Autofocusing of optical scanning holography based on entropy minimization,”in OSA Topical Meeting in Digital Holography and Three-Dimensional Imaging, pp. DT4A-4, May 2015.
1. Ni Chen, Zhenbo Ren, Antony C. Chan, Xing Sun, and Edmund Y. Lam,“Depth enhancement of optical scanning holography with a spiral phase plate,”in OSA Topical Meeting in Digital Holography and Three-Dimensional Imaging, pp. DW2A-3, May 2015.


专利(Patents):
1. 任振波，贾冠伟，安鹏莉，曹聪，张长杰，毛杰。LED自由立体显示模组。中国发明专利，专利号：CN A，2013。
2.安鹏莉，任振波，贾冠伟，曹聪，张长杰，毛杰。裸眼3D LED屏幕显示效果的检测装置及其检测方法。中国发明专利，专利号：CN A，2013。
3.曹聪，林家用，任振波，安鹏莉，张长杰，毛杰。多视区裸眼3D播放系统及其播放方法。中国发明专利，专利号：CN A，2013。



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