葉茂,男,博士,1973年9月出生,畢業(yè)于四川師范大學(xué),現(xiàn)為電子科技大學(xué)教授。
2008年破格提升為博士生指導(dǎo)教師。2009年破格晉升為正教授。中國工程物理研究院客座教授,電子科技大學(xué)機(jī)器人中心副主任。計(jì)算機(jī)學(xué)會計(jì)算機(jī)視覺專委會,多媒體計(jì)算專委會委員。2002年從香港中文大學(xué)獲得計(jì)算數(shù)學(xué)哲學(xué)博士學(xué)位并加入電子科技大學(xué)至今。
人物經(jīng)歷
教育經(jīng)歷
工作經(jīng)歷
1998年4月-1999年7月信息產(chǎn)業(yè)部電子第二十九研究所軟件組,高級程序員,從事信息與數(shù)據(jù)融合方面的研究和軟件編制工作。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(xué)任講師。
2005年7月-2009年7月在電子科技大學(xué)任副教授。11月-2006年8月任昆士蘭大學(xué)信息科學(xué)與技術(shù)工程學(xué)院訪問學(xué)者,從事高維數(shù)據(jù)流挖掘方面的理論研究。
2009年7月-至今在電子科技大學(xué)任教授。
主要成就
科研成就
研究方向
機(jī)器學(xué)習(xí)與計(jì)算機(jī)視覺
目前主要的科學(xué)研究興趣為:視聽覺信息特征提取,視頻檢索,模式識別與計(jì)算機(jī)視覺,非剛體匹配。
研究項(xiàng)目
基于特征學(xué)習(xí)的領(lǐng)域自適應(yīng)目標(biāo)檢測方法研究項(xiàng)目2014.01-2017.12國家級國家級自然科學(xué)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(xué)基金。
盲信號分離研究2007.01-2009.12省部級教育部新世紀(jì)優(yōu)秀人才支持計(jì)劃。
基于視覺異常行為監(jiān)控若干關(guān)鍵問題研究2009.5-2011.12省部級四川省青年基金。
社會服務(wù)機(jī)器人行為感知與控制神經(jīng)計(jì)算方法研究2016.1-2018.12省部級四川省科學(xué)技術(shù)廳。
數(shù)字免疫網(wǎng)絡(luò)研究2006.1-2007.12省部級四川省科技廳。
論文列表
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, 自動(dòng)化技術(shù) 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 動(dòng)力學(xué) 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, 電子學(xué) 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-物種 Logistic system with diffusion, Journal of Applied 數(shù)學(xué) 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, 自動(dòng)化技術(shù), 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 頻率 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 數(shù)學(xué) 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, 自動(dòng)化技術(shù), 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, 二氧化氮, 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 時(shí)間 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 AGB星 stability of relaxation discrete shock profiles, 數(shù)學(xué) 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(xué)成就
本科生課程:
2013-2014,秋季,數(shù)據(jù)庫系統(tǒng)原理
2014-2016,秋季,學(xué)術(shù)規(guī)范與論文寫作
社會活動(dòng)
國際神經(jīng)網(wǎng)絡(luò)研討會(ISNN2005重慶市,ISNN2007南京市)程序委員會成員(PC Member)。
2006年通訊,電路與系統(tǒng)國際會議(ICCCAS’06桂林)程序委員會成員(PC Member)。
第2屆高級數(shù)據(jù)挖掘與應(yīng)用國際會議(西安ADMA’06)程序委員會成員(PC Member)。
2006年國際神經(jīng)網(wǎng)絡(luò)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(jì)算機(jī)學(xué)會計(jì)算機(jī)視覺專委會,多媒體計(jì)算專委會委員。中科院專業(yè)領(lǐng)域2區(qū)期刊Engineering Applications of Artificial Intelligence編委(AE)
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