基本信息
姓 名：
易玉根
出生年月：
1986年9月


职 称：
讲师
政治面貌：
中共党员

专 业：
应用数学
学 历：
理学博士

办 公 室：
先骕楼C西601室
电 话： **

电子邮箱：
yiyg510@jxnu.edu.cn; yiyg510@gmail.com

研究领域：
计算机视觉、图像处理、模式识别与机器学习

个人简介：
目前主要从事计算机视觉、图像处理、模式识别与机器学习等方面的研究工作。近年来，主持与参与多项国家自然科学基金项目、江西省自然科学基金、吉林省科技发展重点科技攻关项目、吉林省自然科学基金项目等10余项，发表学术论文30余篇，其中，SCI检索论文20余篇，EI检索论文10余篇，申请专利和软件著作权4项。

学术论文
再审论文
Y Yi, W Zhou, C Zheng, J Wang, S Qiao. Non-negative Matrix Factorization with Locality Constrained Adaptive Graph, IEEE Transactions on Circuits and Systems for Video Technology, Submitted, Under Review.
Y Yi, W Zhou, J Wang, W Du, S Qiao, Adaptive multiple graph regularized semi-supervised extreme learning machine for image classification, Submitted, IEEE Transactions on Cybernetics, Under Review.
已发表论文
2017
Y Yi, W Zhou, C Bi, G Luo, Y Cao, Y Shi. Inner Product Regularized Nonnegative Self Representation for Image Classification and Clustering. IEEE Access 5, 14165-14176 (2017)
W Zhou, C Wu, Y Yi * , G Luo. Structure Preserving Nonnegative Feature Self-Representation for Unsupervised Feature Selection. IEEE Access 5, 8792-8803 (2017)
M Qi, T Wang, F Liu, B Zhang, J Wang, Y Yi*. Unsupervised feature selection by regularized matrix factorization. Neurocomputing , (2017)
J Wang, R Zhao, Y Wang, C Zheng, J Kong, Y Yi*. Locality constrained Graph Optimization for Dimensionality Reduction. Neurocomputing, 245, 55-67(2017)
M Qi, T Wang, Y Yi, N Gao, J Kong, J Wang. Joint L2, 1 Norm and Fisher Discrimination Constrained Feature Selection for Rational Synthesis of Microporous Aluminophosphates. Molecular informatics, 36 (4) (2017)
C Wang, S Ma, C Bi, M Qi, H Sun, Y Yi*. A locality constrained self-representation approach for unsupervised feature selection, International Journal of Computational Science and Engineering, 14 (4), 299-308, (2017)
W Zhou, C Wu, D Chen, Y Yi*, W Du, Automatic Microaneurysm Detection Using the Sparse Principal Component Analysis-Based Unsupervised Classification Method. IEEE Access, 5, 2563-2572, (2017)
W Zhou, C Wu, Y Yi*, W Du. Automatic detection of exudates in digital color fundus images using Superpixel Multi-feature Classification. IEEE Access, 5, 17077-17088, (2017)
W Zhou, C Wu, D Chen, Z Wang, Y Yi*, W Du. Automated Detection of Red Lesions Using Superpixel Multichannel Multifeature. Computational and mathematical methods in medicine, 2017, Article ID **, 13 pages, (2017)
[10] W Zhou, C Wu, D Chen, Z Wang, Y Yi*, W Du. Automatic microaneurysms detection based on multifeature fusion dictionary learning. Computational and mathematical methods in medicine, 2017, Article ID **, 11 pages, (2017)
W Zhou, C Wu, D Chen, Z Wang, Y Yi*, W Du, Automatic microaneurysm detection of diabetic retinopathy in fundus images, Control And Decision Conference (CCDC), 2017 29th Chinese, 7453-7458, (2017)
W Zhou, C Wu, D Chen, Z Wang, Y Yi*, W Du. A novel approach for red lesions detection using superpixel multi-feature classification in colorfundus images, Control And Decision Conference (CCDC), 2017 29th Chinese , 6643-6648, (2017)
Y Cao, F Song, G Luo, Y Yi, W Wang, I You, H Wang. 2M2: A potentially underperforming‐aware path usage management mechanism for secure MPTCP‐based multipathing services, Concurrency and Computation: Practice and Experience, 2017
2016
C Bi, L Zhang, M Qi, C Zheng, Y Yi, J Wang, B Zhang. Supervised filter learning for representation based face recognition. PloS one 11 (7), e**, (2016)
Y Shi, Y Liu, Q Zhang, Y Yi, W Li. Saliency-based abnormal event detection in crowded scenes. Journal of Electronic Imaging 25 (6), 061608-061608, (2016)
Y Yi, W Zhou, Y Shi, G Luo, J Wang. Adaptively Weighted Structure Preserved Projections for Face Recognition. Chinese Conference on Pattern Recognition, 461-473 (2016)
Y Yi, W Zhou, Y Cao, Q Liu, J Wang. Unsupervised Feature Selection with Graph Regularized Nonnegative Self-representation. Chinese Conference on Biometric Recognition, 591-599, (2016)
Y Cao, Q Liu, G Luo, Y Yi, M Huang. PR-MPTCP+: Context-aware QoE-oriented multipath TCP partial reliability extension for real-time multimedia applications. Visual Communications and Image Processing (VCIP), 2016, 1-4, (2016)
2015
Y Yi, C Bi, X Li, J Wang, J Kong. Semi-supervised local ridge regression for local matching based face recognition. Neurocomputing 167,132-146, (2015)
Y Yi, Y Shi, H Zhang, J Wang, J Kong. Label propagation based semi-supervised non-negative matrix factorization for feature extraction. Neurocomputing, 149, 1021-1037, (2015)
Y Yi, B Zhang, J Kong, J Wang. An improved locality sensitive discriminant analysis approach for feature extraction. Multimedia Tools and Applications, 74 (1), 85-104, (2015)
Y Shi, Y Yi, H Yan, J Dai, M Zhang, J Kong. Region contrast and supervised locality-preserving projection-based saliency detection. The Visual Computer, 31 (9), 1191-1205, (2015)
M Yao, M Qi, Y Yi, Y Shi, J Kong. An improved information hiding method based on sparse representation. Mathematical Problems in Engineering, 2015, Article ID 197215, 10 pages, (2015)
2014
Y Yi, W Zhou, J Wang, Y Shi, J Kong. Face recognition using spatially smoothed discriminant structure-preserved projections. Journal of Electronic Imaging, 23 (2), 023012-023012, (2014)
J Wang, Y Yi, W Zhou, Y Shi, M Qi, M Zhang, B Zhang, J Kong. Locality constrained joint dynamic sparse representation for local matching based face recognition. PloS one, 9 (11), e113198, (2014)
Y Shi, Y Yi, K Zhang, J Kong, M Zhang, J Wang. Multiview saliency detection based on improved multimanifold ranking. Journal of Electronic Imaging , 23 (6), 061113-061113, (2014)
J Wang, S Zhou, Y Yi, J Kong. An improved feature selection based on effective range for classification. The Scientific World Journal, 2014, Article ID 972125, 8 pages, (2014)
Y Guo, X Li, Y Yi, Y Wei, J Wang. Adaptive Weighted Label Propagation for Local Matching Based Face Recognition. Chinese Conference on Biometric Recognition, 78-85, (2014)
Y Jin, L Wei, Y Yi, J Wang. Structure Constrained Discriminative Non-negative Matrix Factorization for Feature Extraction. International Conference on Intelligent Computing, 645-657, (2014)
2013-2012
Y Shi, M Qi, Y Yi, M Zhang, J Kong. Object based dual watermarking for video authentication. Optik-International Journal for Light and Electron Optics, 124 (19), 3827-3834, (2013)
H Sun, Y Yi, Y Lv, H Cai, J Wang. A Semi-Supervised Sparsity Discriminant Analysis Algorithm for Feature Extraction. Advanced Materials Research, 546, 670-674, (2012)
科研项目
项目名称：基于自适应图与维数约简的半监督学习研究, **,国家自然科学基金委员会青年基金项目, (主持)
项目名称：基于主动学习与自适应图的半监督图像分类研究, 20171BAB212009,江西省科技厅青年基金项目, (主持)
项目名称：基于字典学习与维数约简的半监督分类方法研究, GJJ160333,江西省教育厅青年基金项目, (主持)
项目名称：基于手绘草图交互的三维服装模型细粒度检索方法研, **, 国家自然科学基金委员会地区基金项, (参与)
项目名称：在线用户创新社区用户贡献价值：产品消费和创新采纳的形成机理研究，**, 国家自然科学基金委员会地区基金项目, (参与)
项目名称：基于深度学习的数据驱动三维动画生成方法的研究, **, 国家自然科学基金委员会青年基金项目, (参与)
项目名称：基于图优化模型的多视角数据维数约简技术研究, **,国家自然科学基金委员会青年基金项目, (参与)
项目名称：基于视频的驾驶人员行为检测、分析系统研究与开发, GX,吉林省科技厅(重点科技攻关)项目, (参与)
项目名称：基于视频的城市内涝分析系统的研究与开发, GX ,吉林省科技厅工业高新技术, (参与)
项目名称：面向复杂场景的智能车辆行为分析与检索系统的研究与开发, GX, 吉林省科技厅工业高新技术, (参与)
项目名称：数字钼靶图像中的乳腺肿块计算机辅助诊断研究, JH, 吉林省科技厅青年科研基金, (参与)
项目名称：基于机器学习的电子光谱能量预测系统, **, 吉林省科技厅工业高新技术, (参与)
专利与软件著作
一种基于多重局部约束的图优化维数约简方法，发明权利，申请号： 5.9 ，已 受理 。
一种无监督正则化矩阵分解特征选择方法，发明权利，申请号：7.4，已受理。
一种无线智能视频监控摄像头，实用新型专利，申请号：1.X, 已授权。
基于图像内容检索的购物商城系统V1.0，登记号：2017SR217268。
基于Web的数码商场淘宝系统V1.0，登记号：2017SR215068。
基于智能推荐的斗地主游戏平台V1.0，登记号：2017SR060793。
学术活动
担任以下国内外平期刊及学术会议审稿人：
IEEE Transactions on Systems, Man and Cybernetics: Systems
Neurocomputing
Journal of Electronic Imaging
IEEE Access
PloS one
2017 29th Chinese Control And Decision Conference (CCDC)