魏颖

教授

  

教育经历

1986.9-1990.6 哈尔滨工业大学精密仪器系自动化仪表专业学士学位

1994.9-1997.3 东北大学自动控制系检测技术与自动化装置专业硕士学位

1998.3-2001.7东北大学信息科学与工程学院检测技术与自动化装置专业博士学位

  

工作经历

2001.9-2003.9 中科院沈阳自动化所模式识别与智能系统博士后

2003.10-2012.12 东北大学信息科学与工程学院副教授

2013.1至今东北大学信息科学与工程学院教授/博士生导师

  

研究方向

图像处理与计算机视觉、医学影像计算与分析、视频图像分析与理解、机器学习与深度学习、自动检测技术

  

招收博士/硕士方向

欢迎自动化、人工智能、计算机、电子科学与技术等专业学生报考博士、硕士研究生。

  

项目

1.面向脑MRI多解剖结构重要深层神经核团的联合精细分割与形态分析研究,国家自然科学基金面上项目,61871106, 2019.1-2022.12,66万。

2.结合解剖特征框架的婴幼儿脑MR 图像分割与定量分析方法研究, 国家自然科学基金面上项目,61370152, 2014.1-2017.12,76万。

3.面向低质量MR图像的婴幼儿脑部疾病计算机辅助诊断关键技术研究, 教育部中央高校基本科研探索类重点项目,N130204003, 2014.1-2016.12, 40万。

4.面向多种脑部疾病的计算机辅助检测与诊断关键技术研究, 辽宁省自然科学基金项目,201202060, 2012.9-2015.12,5万。

5.面向多种颅脑疾病计算机辅助检测与识别算法研究, 教育部中央高校基本科研面上项目,N100204006, 2010.1-2011.12, 15万。

6.面向安全监控的图像清晰化方法研究, 沈阳市自然科学基金项目, 2013.1-2014.6,8万。

7.肺癌计算机辅助诊断关键算法研究,国家自然科学基金面上项目,60671050, 2007.1-2009.12, 23万。

  

  

学术成果

期刊论文

1.Ying Wei*, Guo Shen, Juan-juan Li. A fully-automatic method for lung parenchyma segmentation and repairing. Journal of Digital Imaging, 26:483-495, 2013(SCI)

2.Ying WEI*; Feng HAN; Kai ZHANG; Si-ting WANG. Non-local and kernel function fuzzy segmentation algorithm for infant brain MR image, Journal of Medical Imaging and Health Informatics. 8(3): 494~506, 2018 (SCI)

3.WEI Ying*, LI Rui, YANG Jin-zhu. An algorithm for segmentation of lung ROI by mean-shift clustering combined with multi-scale HESSIAN matrix dot filtering, Journal of Central South University, 19(12):3500-3509, 2012. (SCI )

4.Liu Yue, Wei Ying*, Wang Chuyuan. Subcortical Brain Segmentation in MRI Based on Probabilistic Atlas and Linearized Kernel Sparse RepresentationIEEE ACCESS, 2019, 7: 31547-31557(SCI)

5.刘悦, 魏颖*, 贾晓甜,王楚媛. 基于线性化核标签融合的脑MR图像分割方法,自动化学报,(2019.04.02网络发表)

6.Xu Lu, Wei, Ying*, etc. A Dehazing Algorithm Based on Local Adaptive Template for Transmission Estimation and RefinementIEEE ACCESS, 2019DOI: 10.1109/ACCESS.2019.2925900 (SCI)

7.Qinghe Feng, Ying Wei*, etc. A Color Texture Descriptor for Image Retrieval, Local Ternary Cross Structure Pattern: A Color LBP Feature Extraction with Applications in CBIR, Applied Sciences, 2019,9 (11) DOI:10.3390/app9112211 (SCI)

8.Qinghe Feng, Qiaohong Hao, Yuqi Chen, Yugen Yi, Ying Wei*. Local Parallel Cross Pattern: A Color Texture Descriptor for Image Retrieval, sensors, 2019, 19(2),315(SCI)

9.Li Xiang, Wei Ying*, etc. Subcortical Brain Segmentation Based on a Novel Discriminative Dictionary Learning Method and Sparse Coding, IEEE ACCESS, 2019, 7: 149785-149796(SCI)

10.Y. Sui, Y. Wei*, etc. Computer-Aided Lung Nodule Recognition by SVM Classifier Based on Combination of Random Undersampling and SMOTE, Computational and Mathematical Methods in Medicine, 2015(SCI)

  

会议论文

1.He Yanguang, Wei, Ying*, etc. Combination Of Appearance and License Plate Features for Vehicle Re-Identification2019 International Conference on Image Processing: 3108-3112 (EI)

2.Liu Yue, Wei Ying*. Hippocampus Segmentation in MR image based on Atlas Registration and Broad Learning, Proceeding of for the 31st Chinese Control and Decision Conference, pp.2736-40, 2019 (EI)

3.Y. Sui, Y. Wei*. MR image segmentation algorithm based on non-local fuzzy C-means clustering, 2015 Chinese Control and Decision Conference, pp. 1117-1122 (EI)

4.Shi Wei-di, Wei Ying*. A Brain Segmentation Algorithm Based on Markov Model Fused with Fuzzy Similarity Dynamic Weights2012 Chinese Control and Decision Conference, pp.1461-1464 (EI)

5.Wei Ying*Li Juanjuan, Wu Di. A Particle Filter Tracking Algorithm Based On SIFT Feature Matching, 2012 Chinese Control and Decision Conference, pp.1450-1454, 2012. (EI)

6.Wei Ying*, Jia Tong, Lin Mingxiu. Autonomous Detection of Solitary Pulmonary Nodules on CTImages for Computer-Aided Diagnosis, Proceeding of for the 23st Chinese Control and Decision Conference, pp.4062-67, 2011.(EI)

7.Wei Guo, Ying Wei*, Hanxun Zhou, DingYe Xue. An Adaptive Lung Nodule Detection AlgorithmCCDC Chinese Control and Decision Conference, pp.964-958, 2009. (EI)

8.Ying WEI*, Xin-he XU, etc. An Optimal Level Sets Method for Lung Nodules Detection in CT Images. Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006). pp251-255. (EI)

9.Ying WEI*, Xin-he XU etc. A Weak Small Infrared Target Detection Algorithm Using Mutual-Across Filtering With Multi-Scale Wavelet Energy Combinations. Proceedings of 2006 International Conference on Artificial Intelligence (ISAI’06). pp160-163. (EI)

10.WEI Ying*, Li Jun, etc.  Wavelet Mutual Energy Combination Method Detection Algorithm for Small Target in Complex Background. Proceedings of the 7th International Conference on Measurement and Control of Granular Materials (MCGM2006). pp290-294.

  

专利

1.郭彤宇,魏颖,等。基于多通道可分离卷积神经网络的MR脑部图像分割方法,发明专利申请号: 201910411648.0

2.齐林,魏颖,等。一种基于注意力深度特征重建的脑MR图像分割方法,发明专利申请号: 201910411647.6

3.刘悦,魏颖,等。一种基于线性化核标签融合的脑MR图像分割方法,发明专利申请号: 201910411684.7

4.郭薇,魏颖,薛定宇.一种分布式自适应肺结节计算机检测方法及系统,发明专利号:2009100109681

 

获奖

1.辽宁省自然学术成果等奖,2015年,第一获奖人

2.辽宁省自然学术成果二等奖,2010年,第一获奖人

3.“辽宁省百千万人才工程”千人层次人选,辽宁省人事厅、科技厅、教育厅等七厅委,2007年。

4.东北大学学生科技竞赛活动优秀指导教师,2013-2018年连续获得。

  

学术兼职

1.中国自动化学会仿真专业委员会委员;

2.辽宁省人工智能学会理事;

3.《中国图象图形学报》、《仪器仪表学报》、Biomedical Signal Processing and ControlJournal of Digital Imaging等期刊审稿人;

  

联系方式

办公室:信息楼603A

电话:024-83688326

邮箱:weiying@ise.neu.edu.cn