基本信息
魏宪男硕导中国科学院福建物质结构研究所
电子邮件： xian.wei@fjirsm.ac.cn
通信地址： 泉州市晋江三创园区
邮政编码：

研究领域

招生信息
招生专业081104-模式识别与智能系统

招生方向模式识别与智能系统


教育背景2011-09--2020-03慕尼黑工业大学博士
2008-09--2011-03上海交通大学硕士
2004-09--2008-06北京交通大学学士

学历
学位

工作经历
工作简历2011-09~2020-03,慕尼黑工业大学,博士
2008-09~2011-03,上海交通大学,硕士
2004-09~2008-06,北京交通大学,学士

社会兼职2016-08-01-2017-05-31,Rainbow Business Solution GmbH, 高级数据科学家（Senior data scientist）
2010-09-30-2011-09-29,华为技术有限公司—上海研究所, 软件开发架构师


教授课程

专利与奖励
奖励信息
专利成果

出版信息
发表论文（1）Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning,IEEE Transactions on Neural Network and Learning System,2018,第1作者
（2）Joint Learning Sparsifying Linear Transformation for Low-Resolution Image Synthesis and Recognition,Pattern Recognition,2017,第1作者
（3）Dynamical Texture Modeling via Joint Video Dictionary Learning,IEEE Transactions on Image Processing,2017,第1作者
（4）Discriminative Features Based on Two Layers Sparse Learning for Glacier Area Classification Using SAR Intensity Imagery,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2017,第3作者
（5）A Faster-RCNN Based Chemical Fiber Paper Tube Defect Detection Method,International Conference on Enterprise Systems,2017,第3作者
（6）基于核字典学习的图像分类,计算机应用研究,2017,第3作者
（7）Traffic Sign Recognition with Transfer Learning,IEEE Symposium Series on Computational Intelligence,2017,第3作者
（8）A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System,IEEE Symposium Series on Computational Intelligence,2017,第3作者
（9）Nonlinear Dimensionality Reduction Based on Dictionary Learning,Acta Automatica Sinica,2016,第1作者
（10）Object Recognition with Multi-source Images based on Kernel Dictionary Learning,IEEE 13th International Conference on Signal Processing (ICSP),2016,第3作者
（11）Joint learning dictionary and discriminative features for high dimensional data,IEEE International Conference on Pattern Recognition (ICPR),2016,第1作者
（12）Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,第1作者
（13）Invertible nonlinear dimensionality reduction via joint dictionary learning,Latent Variable Analysis and Signal Separation,2015,第2作者
（14）Prediction of Experimental Rainfall-Eroded Soil Area Based on S-Shaped Growth Curve Model Framework,Applied Sciences-Basel,2015,第4作者

发表著作Learning Image and Video Representations Based on Sparsity Priors,Shaker Verlag GmbH，Germany,2017-06,第1作者


科研活动
科研项目（ 1 ） 中国科学院率先行动“****”青年俊才, 主持,部委级,2017-07--2020-07
（ 2 ） “高层次创新人才”引进项目, 主持,市地级,2017-07--2020-07
（ 3 ） 美家爽商品识别系统, 主持,研究所（学校）,2018-04--2018-10

参与会议（1）Traffic Sign Recognition with Transfer Learning2017-11-17
（2）A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System2017-11-17
（3）A Faster-RCNN Based Chemical Fiber Paper Tube Defect Detection Method2017-09-14
（4）Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations2017-06-28
（5）Joint learning dictionary and discriminative features for high dimensional data2017-04-24
（6）Object Recognition with Multi-source Images based on Kernel Dictionary Learning2017-03-16


合作情况
项目协作单位

指导学生