葉茂

電子科技大學教授

葉茂,男,博士,1973年9月出生,畢業於四川師範大學,現為電子科技大學教授。

2008年破格提升為博士生指導教師。2009年破格晉陞為正教授。中國工程物理研究院客座教授,電子科技大學機器人中心副主任。計算機學會計算機視覺專委會,多媒體計算專委會委員。2002年從香港中文大學獲得計算數學哲學博士學位並加入電子科技大學至今。

人物經歷


教育經歷

時間院校專業學位
1991.09-1995.07四川師範大學基礎數學學士
1995.09-1998.07電子科技大學應用數學碩士
2008.09-2012.07香港中文大學計算數學博士

工作經歷

1998年4月-1999年7月信息產業部電子第二十九研究所軟體組,高級程序員,從事信息與數據融合方面的研究和軟體編製工作。7月-1999年7月在中電第29研究所任助理工程師。
2002年7月-2005年7月在電子科技大學任講師。
2005年7月-2009年7月在電子科技大學任副教授。11月-2006年8月任澳大利亞昆士蘭大學信息科學與技術工程學院訪問學者,從事高維數據流挖掘方面的理論研究。
2009年7月-至今在電子科技大學任教授。

主要成就


科研成就

研究方向
機器學習與計算機視覺
目前主要的科學研究興趣為:視聽覺信息特徵提取,視頻檢索,模式識別與計算機視覺,非剛體匹配。
研究項目
基於特徵學習的領域自適應目標檢測方法研究項目2014.01-2017.12國家級國家級自然科學基金。
盲信號分離若干基本問題的研究2008.01-2010.12國家級國家級自然科學基金。
盲信號分離研究2007.01-2009.12省部級教育部新世紀優秀人才支持計劃。
基於視覺異常行為監控若干關鍵問題研究2009.5-2011.12省部級四川省青年基金。
社會服務機器人行為感知與控制神經計算方法研究2016.1-2018.12省部級四川省科技廳
數字免疫網路研究2006.1-2007.12省部級四川省科技廳。
論文列表
Xudong Li, Mao Ye*, Dan Liu, Feng Zhang, Song Tang, Memory-based Object Detection in Surveillance Scenes, ICME2016.
Song Tang, Mao Ye*, Qihe Liu, and Fan Li, Domain adaptation of image classification based on collective target nearest neighbor representation, Journal of Electronic Imaging, Journal of Electronic Imaging 25(3), 033006, 2016
Chenxue Yang, Mao Ye*, Song Tang, Zijian Liu, Tao Xiang, Semi-supervised low-rank representation for image classification, Signal, Image and Video Processing, 2016 Accept
Chenfei Xu, Qihe Liu, Mao Ye*, Age invariant face recognition and retrieval by coupled auto-encoder, Neuocomputing, 2016 accept
Lishen Pei, Mao Ye* , Xuezhuan Zhao, Yumin Dou and Jiao Bao, Action recognition by learning temporal slowness invariant features, The Visual Computer, 32:1395–1404,2016
Yumin Dou, Pei Xu, Mao Ye* , Xue Li, Lishen Pei, Xudong Li, Real-time Multi-class Object Detection Using Two Dimensional Index, Journal of Real-Time Image Processing, 2015 Accept
Xiang Tao, Tao Li, Mao Ye* , and Xudong Li,Discriminative boosted forest with convolutional neural network-based patch descriptor for object detection, J. Electron. Imaging 25(1), 013002 (2016).
Tao Xiang, Tao Li, Mao Ye * and Zijian Liu, Random Forest with Adaptive Local Template for Pedestrian Detection, Mathematical Problems in Engineering, 767423, 2015
Lishen Pei, Mao Ye*, Pei Xu, Tao Li, Fast Multi-Class Action Recognition by Querying Inverted Index Tables, Multimedia Tools and Applications, Volume 74, Issue 23 (2015), Page 10801-10822
Xudong Li, Mao Ye*, Min Fu, Pei Xu and Tao Li, Domain Adaption of Vehicle Detector Based on Convolutional Neural Networks, Volume 13, Number 4, August 2015
Renjie Huang, Mao Ye*, Pei Xu, Tao Li, Yumin Dou, Learning to Pool High-level Features for Face Representation, The Visual Computer, Vol 31, No 12, Page 1683-1695, 2015
Pei Xu, Mao Ye*, etc, Dynamic Background Learning through Deep Auto-encoder Networks, ACM MM2014
Pei Xu, Mao Ye*, etc, Motion detection via a couple of autoencoder networks. ICME2014
Renjie Huang, Tao Li, Mao Ye* and Pei Xu, Unconstrained Face Verification by Optimally Organizing Multiple Classifiers, International Journal of Control, Automation and Systems, IJCAS Vol 12, No 4, August 2014
Lishen Pei, Mao Ye*, Xuezhuan Zhao, Tao Xiang and Tao Li, Learning Spatio-Temporal Features for Action Recognition from the Side of the Video, Signal, Image and Video Processing, 10(1), 199-206, 2014
Chenxue Yang, Tao Li, Mao Ye*, Zijian Liu and Bao Jiao, A Constrained Algorithm based NMF_\alpha for Image Representation, Discrete Dynamics in Nature and Society, Volume 2014, Article ID 179129,2014
Chenxue Yang, Mao Ye*, Xudong Li, Zijian Liu, Tao Li, Robust Low Rank Image Representations by Deep Matrix Decompositions, Electronics Letters, 50(24):1843-1845, 2014
Lishen Pei, Mao Ye*, Pei Xu, Xuezhuan Zhao, Guanjun Ge, One Example Based Action Detection In Hough Space. Multimedia Tools and Applications, 72(2): 1751-1772 (2014)
Tao Li, Mao Ye* and Jian Ding, Discriminative Hough context model for object detection, The Visual Computer. Vol 30, Issue 1 (2014), Page 59-69
Chenxue Yang, Mao Ye and Zijian Liu, An impulsive periodic single-species Logistic system with diffusion, Journal of Applied Mathematics. Vol.2013,101238,2013
Pei Xu, Mao Ye*, Xue Li, Lishen Pei and Pengwei Jiao, Object Detection Using Voting Spaces Trained by Few Samples, Optical Engineering, 52 (9), 093105 (September 16, 2013)
Lishen Pei, Mao Ye*, Pei Xu, Xuezhuan Zhao, Tao Li, Multi-Class Action Recognition based on Inverted Index of Action States. ICIP 2013.
Haiyang Wang, Mao Ye * and Shangming Yang, Shadow Compensation and Illumination Normalization of Face Image, Machine Vision and Applications, Volume 24, Issue 6 (2013), Page 1121-1131
Tao Li, Mao Ye *, Feng Pang, Haiyang Wang and Jian Ding, An Efficient Fire Detection Method Based on Orientation Feature. International Journal of Control, Automation, and Systems, vol. 11, no. 5, pp.1038-1045, 2013
Songan Mao, Mao Ye*, Xue Li, Feng Pang, Jinglei Zhou, Rapid Vehicle Logo Region Detection Based on Information Theory, Computers and Electronic Engineering,Vol, Issue 3, April 2013, Pages 863–872
Jinglei Zhou, Mao Ye*, etc,Clothing-to-Words Mapping Using Word Separation Method, Computers and Electronic Engineering,Vol 39, No 2, Feb 2013, pp: 361–372
Jianbin Gao,Jianping Li, Qi Xia, and Mao Ye*, Improved SOFI Algorithm for Blind Extraction of Smooth Signals, COMPEL, Vol 32, No 2, 597–605,2013
Jinglei Zhou, Mao Ye*, etc, Rapid and Robust Traffic Accident Detection Based on Orientation Map, Optical Engineering, Vol. 51, No. 11, pp. 117201, 2012
Bo Wang, Mao Ye*, Xue Li, Fengjuan Zhao, Jian Ding, Abnormal Crowd Behavior Detection using High Frequency and Spatio Temporal Features, Machine Vision and Applications. Vol 9, No 5, 905-912,2012
Ren Dongxiao,Ye Mao*,Extracting Post-Nonlinear Signal with Specific Kurtosis Range,Applied Mathematics and Computation,Vol.218, No 9, 5726–5738,2012
Bo Wang, Mao Ye*, Xue Li and Fengjuan Zhao, Abnormal Crowd Behavior Detection using Size-Adapted Spatio-Temporal Features. International Journal of Control, Automation, and Systems, 9(5):905-912,2011
Liqiang Wang*, Mao Ye*, Jian Ding, Yuanxiang Zhu, Hybrid Fire Detection Using Hidden Markov Model and Luminance Map, Computers and Electronic Engineering. Vol.37,No 6,905-915. 2011
Ren Dongxiao*, Ye Mao*,Extracting Post-Nonlinear Signal with reference, Computers and Electronic Engineering. Vol 37,No 6,1171-1181,2011
Jianbin Gao, Mao Ye*,etc,A Globally Convergent MCA Algorithm by Generalized Eigen-Decomposition,International Journal of Computational Intelligence Systems (IJCIS), Vol. 4, No 5, 991-1001,2011
Mao Ye*, Xue Li, Maria E. Orlowska, Projected Outlier Detection in High Dimensional Data Set with Mixed Attributes, Expert system with Applications. 36 , pp. 7104-7113. 2009
Gao Zengan*, Mao Ye*, A framework for Data Mining-Based Anti-Money Laundering Research, Journal of Money Laundering Control, Vol. 10, No.2, 2007.
Mao Ye*, Xue Li, An Efficient Measure of Signal Temporal Predictability for Blind Signal Separation, Neural Processing Letters. Vol.26, No.1, pp. 57-68. 2007
Mao Ye*, Xu-Qian Fan, Xue Li, A class of self-stabilizing MCA Learning Algorithms, IEEE Trans. Neural Networks, Vol 17. No.6,,pp. 1634-1638. 2006
Mao Ye*, Global convergence analysis of a‘Non-negative ICA’algorithm, IEEE Trans. Neural Networks. Vol. 17, No. 1, pp.523-526. JANUARY. 2006
Mao Ye*, Global convergence analysis of a self-stabilized MCA learning algorithm, Neurocomputing. Vol. 67C pp 321-327. 2005
Mao Ye*, Zhang Yi, Complete Convergence of Competitive Neural Networks with Different Time Scales , Neural processing letters. Vol. 21, No. 1, pp. 53 - 60. 2005
Mao Ye*, Zhang Yi, Jianchen Lv, A globally convergent PCA learning algorithm, Neural Computing and Applications. Vol. 14, No. 1, pp. 18-24. 2005
Mao Ye*, Existence and asymptotic stability of relaxation discrete shock profiles, Mathematics of Computation, Vol.73, pp.1261-1296. 2004
Mao Ye*, Numerical boundary layers of conservation laws with relaxation extension, Applied Numerical Mathematics, Vol. 51(2-3), pp. 385-405. 2004.

教學成就

本科生課程:
2013-2014,秋季,資料庫系統原理
2014-2016,秋季,學術規範與論文寫作

社會活動


國際神經網路研討會(ISNN2005重慶,ISNN2007南京)程序委員會成員(PC Member)。
2006年通訊,電路與系統國際會議(ICCCAS’06桂林)程序委員會成員(PC Member)。
第2屆高級數據挖掘與應用國際會議(西安ADMA’06)程序委員會成員(PC Member)。
2006年國際神經網路研討會(ISNN2006成都)出版委員會主席。
(b)以下期刊常期審稿人: IEEE Trans. Neural Networks, IEEE Trans. Sys. Man. Cybernetics, Part B,Neural Computing & Applications, IEEE Signal Processing Letters。
計算機學會計算機視覺專委會,多媒體計算專委會委員。中科院專業領域2區期刊Engineering Applications of Artificial Intelligence編委(AE)