研究生教学

-基本信息

-个人简介

杜永兆，男，1985年3月生，工学博士，学术/专业型硕士生导师，现任beat365 手机版官方网站工学院信息科学系副教授，主要从事光电成像、医学图像分析与医疗智能辅助诊断等方面的基础与应用研究。2008年6月获得beat365 手机版官方网站电子信息工程学士学位，2014年12月获得四川大学博士学位；2012年09月至2014年10月在美国Beckman Laser Institute, UCIrvine进行为期2年的国家公派博士研究生联合培养项目，从事生物光学成像技术与应用研究。曾获得2012年度 “教育部博士研究生学术新人奖”、2013年度“国家研究生奖学金”和2012中国(国际)传感器创新大赛“三等奖”等奖项；作为主要技术骨干参与完成了国家自然科学基金重大项目2项、国家自然科学基金面上项目2项和美国NIH项目1项。目前，主持国家自然科学基金青年项目1项、福建省自然科学基金面上项目1项、泉州市科技计划项目1项，beat365 手机版官方网站中青年教师科技创新提升资助计划培育型项目1项和beat365 手机版官方网站人才引进项目1项；至今已在国内外主流期刊发表SCI/EI论文50余篇，获得美国授权专利1项，中国授权专利8项。

-工作经历

2017年12月—至今 beat365 手机版官方网站工学院 副教授

2014年12月—2017年12月 beat365 手机版官方网站工学院 讲师

-教育经历

2004年09月—2008年07月 beat365 手机版官方网站 信息科学与工程学院 本科

2008年09月—2010年09月 四川大学 电子信息学院 硕士研究生

2010年09月—2014年12月 四川大学 电子信息学院 博士研究生（提前攻博）

2012年09月—2014年10月 美国加州大学欧文分校 博士联合培养/访问学者

-科研项目

1. beat365 手机版官方网站中青年教师科技创新资助计划培育型项目《自参考干涉定量相位显微成像及相位图像分析方法研究》(No.ZQN-PY518)，项目负责人，项目起止时间：2017.10-2021.11.

2. 国家自然科学基金青年项目《基于SRI的光束质量M²因子测量方法及关键技术研究》(No.61605048)，项目负责人，项目起止时间：2017.01-2019.12.

3. 福建省自然科学基金面上项目《基于PDI的M²因子实时测量方法与实验研究》(No.2016J01300)，项目负责人，项目起止时间：2016.04-2019.03.

4. beat365 手机版官方网站引进人才科研启动项目《OCT医学图像降噪处理及应用研究》(No.15BS413)，项目负责人，项目起止时间：2015.10-2018.09.

-科研成果

1. Bing Bai, Yongzhao Du*, Peizhong Liu , Pengming Sun, Ping Li, Yuchun Lv, Detection of cervical lesion region from colposcopic images based on feature reselection, Biomedical Signal Processing and Control, 2020, 57: 101785.

2. Tao Zhang, Yan-min Luo∗, Ping Li, Pei-zhong Liu, Yong-zhao Du, Pengming Sun,BinHua Dong, Huifeng Xue, Cervical precancerous lesions classification using pre-trained densely connected convolutional networks with colposcopy images[J]. Biomedical Signal Processing and Control, 2020, 55: 101566.

3. Mengwan Wei, Yongzhao Du*, Xiuming Wu, Jianqing Zhu, Automatic Classification of Benign and Malignant Breast Tumors in Ultrasound Image with Texture and Morphological Features, 2019 IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID), IEEE, Oct., 2019, XiaMen,China. 10.1109/ICASID.2019.8925194.

4. Bing Bai, Yongzhao Du*, Ping Li, Yuchun Lv, Cervical Lesion Detection Net, 2019 IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID),IEEE, Oct., 2019, XiaMen, China. 10.1109/ICASID. 2019.8925284

5. Minghui Guo, Yongzhao Du*, Classification of Thyroid Ultrasound Standard Plane Images using ResNet-18 Networks, IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID),IEEE, Oct., 2019, XiaMen,China. 10.1109/ICASID.2019.8925267.

6. Xiaoxia Wang, Ping Li*, Yongzhao Du*, Yuchun Lv, Yinglu Chen, Detection and Inpainting of Specular Reflection in Colposcopic Images with Exemplar-based Method, 2019 IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID),IEEE, Oct., 2019, XiaMen, China 10.1109/ICASID. 2019.8925202

7. Yongzhao Du, Ph.D; Yuling Fang, Xiaofang Liu, Yangmin Luo, Jianeng Tang, and Peizhong Liu, Multi-scale Cooperative Differential Evolution Algorithm, Computational Intelligence and Neuroscience, 2019, Article ID 5259129, https://doi.org/10.1155/2019/5259129.

8. Zhi Chen, Peizhong Liu, Yongzhao Du, Yanmin Luo, Jing‑Ming Guo, Long-term correlation tracking via spatial–temporal context, The Visual Computer (2019): 1-18.

9. Sheng Cai , Pei-Zhong Liu*, Yan-Min Luo, Yong-Zhao Du and Jia-Neng Tang, Breast Microcalcification Detection Algorithm Based on Contourlet and ASVM, Algorithms 2019, 12(7), 135; https://doi.org/10.3390/a12070135.

10. Wancheng Zhang, Yanmin Luo, Zhi Chen, Yongzhao Du, Daxin Zhu and Peizhong Liu*, A Robust Visual Tracking Algorithm Based on Spatial-Temporal Context Hierarchical Response Fusion, Algorithms 2019, 12(1), 8; https://doi.org/10.3390/a12010008.

11. Zhi Chen, Peizhong Liu*, Yongzhao Du, Yanmin Luo, Jing-Ming Guo, Robust visual tracking using self-adaptive strategy. Multimed Tools Appl (2019) doi: 10.1007/s11042-019-08069-z.

12. Jianqing Zhu, Yongzhao Du, Yang Hu, Lixin Zheng, Canhui Cai, VRSDNet: Vehicle re-identification with a shortly and densely connected convolutional neural network." Multimedia Tools and Applications (2018): 1-15.

13. Yuqing Fu, Chengti Huang,Yongzhao Du, Effect of aperture averaging on mean bit error rate for UWOC system over moderate to strong oceanic turbulence, Optics Communications, 451, 15: 6-12(2019).

14. 杜永兆，范宇凌，柳培忠，唐加能*，骆炎民，多种群协方差学习差分进化算法，电子与信息学报，41(6):1488-1495(2019).

15. Yanmin Luo, Zhitong Xu, Peizhong Liu, Yongzhao Du, and Jing-Ming Guo*, Multi-Person Pose Estimation via Multi-Layer Fractal Network and Joints Kinship Pattern, IEEE Transactions on Image Processing, 28(1):142-153(2019).

16. Hongxiang Wang, Peizhong Liu, Yongzhao Du*, Xiaofang Liu. Online Convolution Network Tracking via Spatio-temporal Context. Multimedia Tools and Applications, 78(1):257-270(2019). https://link.springer.com/article/10.1007/s11042-017-5533-9

17. Yukun Zhang, Yuqing Fu, Haiqian Wang, Huifang Li, Shuwang Pang, and Yongzhao Du*, High resolution integral imaging display by using microstructure array, Journal of Optics Technology, 86(2):46-51 (2019).

18. Yongzhao Du, Hongxiang Wang, Peizhong Liu and Yuqing Fu*, An iterative algorithm for beam complex amplitude reconstruction by radial shearing interferometry, Journal of Optics Technology, 85(5):264-268 (2018).

19. Yongzhao Du*, Yuqing Fu, and Chaoying Zheng, Beam quality M2 factor matrix for non-circular symmetric laser beams, Laser Physics, 27, 025001(2017).

20. Yongzhao Du*, Yuqing Fu, and Lixin Zheng, Complex amplitude reconstruction for dynamic beam quality M² factor measurement with self-referencing interferometer wavefront sensor, Applied Optics, 55(36):10180-10186(2016).

21. Yongzhao Du*, Measurement of M²-Curve for Asymmetric Beams by Self-Referencing Interferometer Wavefront Sensor, Sensors, 16(12):2014(2016).

22. Yongzhao Du*, Fast spatial carrier phase-shifting algorithm based on a constructed reference-phase, Optik, 127, 7829-7834(2016).

23. 朱建清*, 曾焕强, 杜永兆, 雷震, 郑力新, 蔡灿辉. 基于新型三元卷积神经网络的行人再辨识算法, 电子与信息学报, 40(40):1012-1016(2018).

24. Xiao-Fang Liu, Pei-Zhong Liu, Yan-Ming Luo, Jia-Neng Tang, De-Tian Huang and Yong-Zhao Du*, Modified Artificial Bee Colony Algorithm for Global Optimization Problem, Journal of Computers, 29(1): 228-241(2018).

25. Yuqing Fu* and Yongzhao Du, Performance of heterodyne differential phase-shift-keying underwater wireless optical communication systems in gamma-gamma-distributed turbulence, Applied Optics, 57(9):2057-2063(2018).

26. Jianqing Zhu, Huanqiang Zeng, Xin Jin*, Yongzhao Du, Lixin Zheng, Canhui Cai, Joint Horizontal and Vertical Deep Learning Feature for Vehicle Re-identication, China Science-Information Sciences, https://doi.org/10.1007/s11432-018-9639-7

27. Jianqing Zhu*, Yongzhao Du, Yang Hu, Lixin Zheng, Canhui Cai. VRSDNet: Vehicle Re-identification with a Shortly and Densely Connected Convolutional Neural Network, Multimed Tools Appl (2018). https://doi.org/10.1007/s11042-018-6270-4

28. Jianqing Zhu, Huanqiang Zeng*, Yongzhao Du, Zhen Lei, Canhui Cai and Lixin Zheng, Bidirectional Deep Feature Learning for Vehicle Re-identification, SCI在投

29. 陈智, 柳培忠*, 骆炎民, 汪鸿翔, 杜永兆. 自适应特征融合的多尺度相关滤波目标跟踪算法,计算机辅助设计与图形学学报, 30(11):2063-2073(2018).

30. Sheng Cai, Jia-Neng Tang, Pei-Zhong Liu*, Ya-LiCai, Yan-Min Luo, Yong-Zhao Du, Yan Peng and Ping Li，Breast Density Classification Based on Wavelet Transform, Journal of Medical Imaging and Health Informatics, 8(6):1157-1163(2018). DOI: https://doi.org/10.1166/jmihi.2018.2430

31. Ze-Fan Liu, Yu-Zhao Zhang, Pei-Zhong Liu, Yong Zhang, Yan-Min Luo, Yong-Zhao Du, Yan Peng and Ping Li, Retinal Vessel Segmentation Using Densely Connected Convolution Neural Network with Colorful Fundus images, Journal of Medical Imaging and Health Informatics,8(6):1300-1307(2018). DOI: https://doi.org/10.1166/ jmihi.2018.2429

32. Bing Bai, Pei-Zhong Liu*, Yong-Zhao Du, Yan-Ming Luo, Automatic segmentation of cervical region in colposcopic images using K-means, Australasian Physical & Engineering Sciences in Medicine, 41(4):1077-1085(2018). https://doi.org/10.1007/ s13246-018-0678-z.

33. Yuling Fan, Peizhong Liu, Jianeng Tang, Yanmin Luo, Yongzhao Du, Fuzzy entropy based on differential evolution for breast gland segmentation, Australasian Physical & Engineering Sciences in Medicine, 41(4):1101-1114(2018). https://doi.org/10.1007 /s13246-018-0672-5

34. Zhi Chen, Peizhong Liu*, Yongzhao Du, Yanmin Luo, and Wancheng Zhang, Correlation Tracking via Self-Adaptive Fusion of Multiple Features, Information 2018, 9(10), 241; https://doi.org/10.3390/info9100241

35. Zhi Chen, Peizhong Liu*, Yongzhao Du, Yanmin Luo, Wancheng Zhang, Jingming Guo, An Accurate Model Self-adaptive Updating Algorithm Based Discriminative Correlation Filter for Visual Tracking, 在投

36. Zhi Chen, Peizhong Liu*, Yongzhao Du, Yanmin Luo, Wancheng Zhang, Jingming Guo, Correlation Tracking via Self-adaptive Fusion of Features, 在投

37. 柳培忠, 汪鸿翔, 骆炎民*, 杜永兆. 一种结合时空上下文的在线卷积网络跟踪算法.计算机研究与发展，55(12):2785-2793(2018).

38. 汪鸿翔, 柳培忠*, 骆炎民, 杜永兆，陈智. 高斯核函数的卷积神经网络跟踪算法,智能系统学报，13(3):388-393(2018).

39. Yongzhao Du, Gangjun Liu, Guoying Feng, and Zhongping Chen*, Speckle reduction in optical coherence tomography by wave atoms, Journal of Biomedical Optics, 19(5), 056009(2014).

40. Yongzhao Du, Guoying Feng*, Hongru Li, Shouhuan Zhou, Accurate carrier-removal technique based on zero padding in Fourier transform method for carrier interferogram analysis, Optik, 125:1056- 1061(2014).

41. Yongzhao Du, Guoying Feng*, Hongru Li, Zhen Cai, Hong Zhao, Shouhuan Zhou, Real-time determination of beam propagation factor by Mach-Zehnder point diffraction interferometer, Optics Communications, 287,1-5(2013).

42. Yongzhao Du, Guoying Feng*, Hongru Li, J.Vargas, and Shouhuan Zhou, Circular common-path point diffraction interferometer, Optics Letters,37(19): 3927-3929(2012).

43. Yongzhao Du, Guoying Feng*, Hongru Li, J.Vargas, Shouhuan Zhou, Spatial carrier phase-shifting algorithm based on principal component analysis method, Optics Express, 20(15):16471 (2012).

44. Yongzhao Du, Gangjun Liu, and Zhongping Chen*, Speckle reduction for OCT images using wave atoms thresholding filtering, Photonics West 2014, SPIE Conference, San Francisco, USA.

45. Yongzhao Du, Guoying Feng*, Hongru Li, Guoliang Deng, Shouhuan Zhou, Application of wavelet digital filter in the radial shearing interferometry, International Symposium on Photonics and Optoelectronics, 2010, IEEE.

46. Qiuhui Zhang, Guoying Feng, Yongzhao Du, Jinghua Han, et al, “Femtosecond laser-induced phase modulator using a KTP crystal,” Optik, 124,1656-1659(2013).

47. J.Vargas*, R.Restrepo, J.C. Estrada, C.O. Sorzano, Yong-Zhao Du, and J. M.Carazo, “Shack-Hartmann centroid detection using the spiral Phase Transform,” Applied Optics, 51(30):7362 (2012).

48. Jiang Zhu, Gangjun Liu, Yongzhao Du, Aneeka M.Hancock, Melissa F.Davis, Ron D.Frostig, Zhongping Chen, “Doppler optical coherence tomography imaging reveals the blood flow profile of the adult rodent cortex during ischemic stroke,” Photonics West 2015, SPIE Conference, San Francisco,USA.

49. Jiang Zhu, Yueqiao Qu, Teng Ma, Rui Li, Yongzhao Du(杜永兆), Shenghai Huang, K. Kirk Shung, Qifa Zhou, and Zhongping Chen*, “Imaging and characterizing shear wave and shear modulus under orthogonal acoustic radiation force excitation using OCT Doppler variance method,” Optics Letters, 40(9):2099-2102(2015).

50. Jiang Zhu, Yusi Miao, Yueqiao Qu, Teng Ma, Rui Li, Yongzhao Du, Shenghai Huang, K. Kirk Shung, Qifa Zhou, Zhongping Chen*, Imaging shear wave propagation for elastic measurement using OCT Doppler variance method, Proc. SPIE 9697, SPIE BiOS, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XX, 96971P (March 8, 2016); doi:10.1117/12.2214266.

51. Hongru Li, Guoying Feng*, Thomas Bourgade, Chao Zuo, Yongzhao Du, Shouhuan Zhou, Anand Asundi, “Silicon wafer microstructure imaging using InfraRed Transport of Intensity Equation,” International Conference on Experimental Mechanics, 2015,pp. 93023I-93023I-5.

52. Guoying Feng, Yongzhao Du, Shouhuan Zhou, “Circular common-path point diffraction interference wavefront sensor,” 美国专利, 专利号：US8786864B2（授权时间：2014年7月22日）。