魏宪 - 中国科学院大学 - 计算机科学与技术学院

个人简介

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 Learning 2017-11-17 （2）A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System 2017-11-17 （3）A Faster-RCNN Based Chemical Fiber Paper Tube Defect Detection Method 2017-09-14 （4）Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations 2017-06-28 （5）Joint learning dictionary and discriminative features for high dimensional data 2017-04-24 （6）Object Recognition with Multi-source Images based on Kernel Dictionary Learning 2017-03-16

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

（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

学术兼职

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