个人简介

周唯，女，博士，硕士生导师。2018年10月毕业于东北大学模式识别与智能系统专业。同年11月到星空网页版任教。主持中国博士后自然科学基金面上项目、辽宁省自然科学基金项目、辽宁省教育厅“优青培育支撑”项目、校博士科研启动项目等多个科研项目。参与国家重点计划研发项目、国家自然科学基金项目、航空基金项目以及企业横向课题10余项。近年来，发表相关学术论30余篇，以一作或通讯作者发表SCI检索论文16篇。

主要研究方向

模式识别、图像处理、机器学习

近五年代表性学术成果

1. Wei Zhou, Shaojie Qiao, Yugen Yi, Nan Han, Yuqi Chen, Gang Lei. Automatic optic disc detection using low-rank representation based semi-supervised extreme learning machine [J]. International Journal of Machine Learning and Cybernetics, 11:55-69, 2020. (SCI)

2. 周唯. 基于自适应多尺度模板匹配的视盘检测方法[J].信息与控制, 49(2):154-162, 2020. (中文核心)

3. Wei Zhou, Yugen Yi, Jining Bao, Wenle Wang. Adaptive weighted locality-constrained sparse coding for glaucoma diagnosis [J]. Medical & biological engineering & computing, 57(9): 2055-2067, 2019. (SCI)

4. Wei Zhou, Yugen Yi,Yuan Gao, Jiangyan Dai. Optic Disc and Cup Segmentation in Retinal Images for Glaucoma Diagnosis by Locally Statistical Active Contour Model with Structure Prior [J]. Computational and Mathematical Methods in Medicine, 2019, 2019. (SCI)

5. Yugen Yi, Jianzhong Wang, Wei Zhou (通讯作者), Yuming Fang, Jun Kong, Yinghua Lu. Joint graph optimization and projection learning for dimensionality reduction [J]. Pattern Recognition, 92: 258-273, 2019. (SCI)

6. Wei Zhou, Yang Pei, Jining Bao, Jie Luo, Yugen Yi. Automatic optic disc location via adaptive multi-scale Gaussian filtering [C]. Proc. SPIE 11373, Eleventh International Conference on Graphics and Image Processing (ICGIP), 2019.

7. Wei Zhou, Chengdong Wu, Jianzhong Wang, Xiaosheng Yu and Yugen Yi. Double Regularized Matrix Factorization for Unsupervised Feature Selection [J]. EURASIP Journal on Image and Video Processing, 2018(1):49, 2018. (SCI)

8. Wei Zhou, Hao Wu, Chengdong Wu, Xiaosheng Yu and Yugen Yi. Automatic Optic Disc Detection in Color Retinal Images by Local Feature Spectrum Analysis [J]. Computational and Mathematical Methods in Medicine, 2018, 2018. (SCI)

9. Yugen Yi, Wei Zhou (通讯作者), Qinghua Liu, Guoliang Luo, Jianzhong Wang, Yuming Fang, Caixia Zheng. Ordinal Locality Structure Preserving Matrix Factorization for Unsupervised Feature Selection [J]. Signal Processing: Image Communication, 67:118-131, 2018. (SCI)

10. 周唯，吴成东. 基于血管投影和数学形态学的黄斑中心检测 [J].中国图象图形学报, 23(3): 442-449, 2018. (中文核心)

11. Wei Zhou, Chengdong Wu, Xiaosheng Yu. Computer Aided Diagnosis for Diabetic Retinopathy based on Fundus Image [C]. Proceedings of the 37th Chinese Control Conference (CCC), 2018.

12. Wei Zhou, Chengdong Wu, Dali Chen, Zhenzhu Wang, Yugen Yi, Wenyou Du. Automatic Microaneurysm Detection Using the Sparse Principal Component Analysis based Unsupervised Classification Method [J]. IEEE Access, 5 (1): 2169-3536, 2017. (SCI)

13. Wei Zhou, Chengdong Wu, Dali Chen, Zhenzhu Wang, Yugen Yi, Wenyou Du. Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning [J]. Computational and Mathematical Methods in Medicine, 2017 (3-4):1-11, 2017. (SCI)

14. Wei Zhou, Chengdong Wu, Yuan Gao, Xiaosheng Yu. Automatic optic disc boundary extraction based on saliency object detection and modified Local Intensity Clustering model in retinal images [J]. The Institute of Electronics, Information and Communication Engineers (IEICE), E100-A (9): 2069-2072, 2017. (SCI)

15. Wei Zhou, Chengdong Wu, Xiaosheng Yu, Yuan Gao, Wenyou Du. Automatic Fovea Center Localization in Retinal Images Using Saliency-Guided Object Discovery and Feature Extraction [J]. Journal of Medical Imaging and Health Informatics, 7:1-8, 2017. (SCI)

16. Wei Zhou, Chengdong Wu, Yugen Yi, Guoliang Luo. Structure Preserving Non-negative Feature Self-Representation for Unsupervised Feature Selection [J]. IEEE Access, 5: 8792-8803, 2017. (SCI)

17. Wei Zhou, Chengdong Wu, Dali Chen, Zhenzhu Wang, Yugen Yi, Wenyou Du. Automatic Microaneurysms Detection of Diabetic Retinopathy in Fundus Images [C]. Proceedings of the 29th Chinese Control and Decision Conference (CCDC), 2017.

18. Wei Zhou, Chengdong Wu, Wenyou Du. Automatic Optic Disc Detection in Retinal Images via Group Sparse Regularization Extreme Learning Machine [C]. Proceedings of the 36th Chinese Control Conference (CCC), 2017.

19. Changlu Guo, Marton Szemenyei, Yang Pei, Yugen Yi, Wei Zhou. SD-Unet: A structured dropout U-Net for retinal vessel segmentation [C]. 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), 2019.

20. Yugen Yi, Shaojie Qiao, Wei Zhou, Caixia Zheng, Qinghua Liu, Jianzhong Wang. Adaptive multiple graph regularized semi-supervised extreme learning machine for image classification [J]. Soft Computing, 22:3545-3562, 2018. (SCI)

21. Wenyou Du, Wei Zhou. An intelligent fault diagnosis architecture for electrical fused magnesia furnace using sound spectrum sub-manifold analysis [J]. IEEE Transactions on Instrumentation & Measurement, 67(9):2014~2023, 2018. (SCI)

22. Yugen Yi, Wei Zhou, Yuanlong Cao, Qinghua Liu, Jianzhong Wang. Unsupervised Feature Selection with Graph Regularized Nonnegative Self-representation [C]. Proceedings of the 11th Chinese Conference on Biometric Recognition (CCBR), 9967: 591-599, 2016.

主要承担科研项目

1. 基于眼底图像的青光眼疾病智能诊断方法研究、辽宁省科技厅指导计划项目、 2019/10~2022/10、5万元、在研。

2. 基于多信息融合的眼底疾病智能预测关键技术研究、辽宁省教育厅优青“培育支撑计划项目”、2019/10~2022/10、15万元、在研。

3. 面向眼底疾病诊断的多源异构医疗数据协同建模方法研究、中国博士后科学基金面上项目、2019/12~2021/5、8万元、在研。