北京航空航天大学电子信息工程学院导师:毛峡

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北京航空航天大学电子信息工程学院导师:毛峡

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北京航空航天大学电子信息工程学院导师:毛峡 正文

个人简介
姓名:毛峡
性别:女
职称:教授,博士生导师
通信地址:北京市海淀区学院路37号,电子信息工程学院,新主楼F-1112
联系电话:010-82339508
邮箱:moukyou@buaa.edu.cn,moukyoucn@aliyun.com

►科研成果
主要从事人工智能、模式识别、情感计算、人机交互以及红外目标检测、跟踪、识别和评价等领域的研究。主持国家自然科学基金项目、863计划课题、教育部博士点基金优先发展领域项目、北京市自然科学基金项目、航空基金项目、航天支撑基金和国际合作项目等10余项,并主持了中国载人航天工程部分项目及其它多项横向课题。
在国内外重要学术期刊和会议上发表论文公开发表学术论文140余篇,出版国内外专著4部,申请专利60余项,其中已授权20余项,软件著作权1项。

►社会兼职
包括中国自动化学会理事,女科技工作者工作委员会主任委员、IEEE、IEICE会员,中国电子学会高级会员,担任IEEE Transactions on Visualization and Computer Graphics、Neuro Computing、Optical Engineering、IET Image Processing、Journal of Visual Languages and Computing,Infrared Physics & Technology, Knowledge-Based Systems等国际期刊的评审专家。

►教授课程
电路分析(本科生)
模式识别(研究生)
计算机网络与网络管理(研究生)
主要研究领域
人工智能;模式识别;情感计算;人机交互;红外目标检测、跟踪、识别和评价;嵌入式系统。

►正在研究项目
1. 基于面部信息分离的表情分析与理解研究(教育部博士点基金优先发展领域项目)
2. 上下文感知的人脸表情分析与理解研究(国家自然科学基金)
3. 基于SoC的图形系统技术研究(民用飞机专项)
4. 复杂背景下红外目标自动跟踪技术(航天支撑技术基金)

►出版专著
Mao X., Li Z. Multimodal Intelligent Tutoring Systems[M]. E-Learning--Organizational Infrastructure and Tools for Specific Areas. Feb, 2012. ISBN:978-9-5351-0053-9.(专著章节)
毛峡,薛雨丽. 人机情感交互[M]. 科学出版社, 2011年7月1日. ISBN: 978-7-0303-1799-5. (专著)
Mao X., Li Z. Web-based Affective Human-agent Interaction Generation[M]. Ronald Hartung (Ed.), Agent and Multi-agent system technology for Internet and Enterprise Systems, Springer-Verlag Berlin Heidelberg 2010, pp. 323-345,2010 ISBN: 978-3-642-13525-5. (专著章节)
Mao X, Xue Y, Li Z, et al. Layered Fuzzy Facial Expression Generation: Social, Emotional and Physiological[M]. Affective Computing,Focus on Emotion Expression, Synthesis and Recognition, I-Tech Education and Publishing, pp. 83-106, May 2008, ISBN 978-3-902613-23-3. (专著章节)

►主要论文
Yi J, Mao X, Chen L, et al. Illuminant direction estimation for a single image based on local region complexity analysis and average gray value[J]. Applied optics, 2014, 53(2): 226-236. (SCI)
Yi J, Mao X, Chen L, et al. Facial expression recognition considering individual differences in facial structure and texture[J]. Computer Vision, IET, 2014, 8(5): 429-440.(SCI)
Yuan S, Mao X, Xue Y, et al. SQR: a simple quantum representation of infrared images[J]. Quantum Information Processing, 2014, 13(6): 1353-1379.(SCI)
Chen L, Mao X, Wei P, et al. Speech emotional features extraction based on  electroglottograph[J]. Neural computation, 2013, 25(12): 3294-3317.(SCI)
Yuan S, Mao X, Chen L, et al. Quantum digital image processing algorithms based on quantum measurement[J]. Optik-International Journal for Light and Electron Optics, 2013, 124(23): 6386-6390.(SCI)
Mao X, Liu Y L, Chen L J, et al. A More Precise Empirical Formula for Estimating Normalized Fog Attenuation in the Millimeter-Wave Frequency Range 30~ 100 GHz[J]. Journal of Infrared, Millimeter, and Terahertz Waves, 2013, 34(3-4): 308-315.(SCI)
Wang X, Mao X, Caleanu C D, et al. Statistical shape analysis for face movement manifold modeling[J]. Optical Engineering, 2012, 51(3): 037004-1-037004-8.(SCI)
Chen L, Mao X, Wei P, et al. Mandarin emotion recognition combining acoustic and emotional point information[J]. Applied Intelligence, 2012, 37(4): 602-612.(SCI)
Zheng H C, Mao X, Xue Y L, et al. Evaluation for detection probability of infrared point target under complicated backgrounds[J]. Journal of Electromagnetic Waves and Applications, 2012, 26(11-12): 1528-1537.(SCI)
Chen L, Mao X, Xue Y, et al. Speech emotion recognition: Features and classification models[J]. Digital Signal Processing, 2012, 22(6): 1154-1160.(SCI)
Li Z, Mao X. Emotional eye movement generation based on Geneva Emotion Wheel for virtual agents[J]. Journal of Visual Languages & Computing, 2012, 23(5): 299-310.(SCI)
Mao X, Jiang L, Xue Y. Affect Computation of Chinese Short Text[J]. IEICE TRANSACTIONS on Information and Systems, 2012, 95(11): 2741-2744.(SCI)
Diao, W. H., Mao, X, Zheng, H C, Xue, Y. L., & Gui, V. (2012). Image Sequence Measures for Automatic Target Tracking[J]. Progress In Electromagnetics Research, 130, 447-472(SCI)
Li, Z., Mao, X. (2012). EEMML: the emotional eye movement animation toolkit[J]. Multimedia Tools and Applications, 1-21(SCI)
Catalin-Daniel Caleanu, Xia Mao, Gilbert Pradel, Sorin Moga, Yuli Xue. Combined pattern search optimization of feature extraction and classification parameters in facial recognition[J]. Pattern Recognition Letters 32 (9),1250-1255,2011(SCI)
W. H. Diao, X. Mao, V.Gui. Metrics for Performance Evaluation of Pre-processing Algorithm In Infrared Small Target Images[J]. Progress In Electromagnetics Research, Vol.115,35-53, 2011(SCI)
Yu-Li Xue, Xia Mao, Catalin-Daniel Caleanu, ShanWei Lv, Layered Fuzzy Facial Expression Generation of Virtual Agent[J]. Chinese Journal of Electronics 19 (1), 69-74,2010 (SCI)
Wang X.K., Mao, X., Caleanu. C.D. Nonlinear shape-texture Manifold learning[J]. IEICE Transaction on Information and Systems 93 (8), 2016-2019, 2010(SCI)
X. Mao, L.J. Chen.Speech Emotion Recognition Based on Parametric Filter and Fractal Dimension [J]. IEICE Transactions on Information and Systems 93 (8), 2324-2326, 2010(SCI)
Kang Huang, Xia Mao. Novel Metric of Relative Characteristics of Small Targets and Backgrounds in Infrared Images[J]. Optical Engineering, 49(10), 2010 (SCI)
Kang Huang, Xia Mao. Detectability of infrared small targets[J]. Infrared Physics & Technology, 53(3), 208- 217, 2010 (SCI)
Xia Mao, Zheng Li. Generating and Describing Affective Eye Behaviors[J]. IEICE Transaction on Information and Systems, IEICE Press, 2010 (SCI)
Xia Mao, Zheng Li. Agent Based Affective Tutoring Systems: A Pilot Study[J]. Computer & Education, Elsevier Press, 2010 (SCI)
Wei-he Diao, Xia Mao.Operating distance evaluation method for infrared imaging system under complicated backgrounds[J]. Electronics Letters. 45(25), 2009 (SCI)
Xia Mao, Wei-he Diao. Criterion to evaluate the quality of infrared small target images [J]. In: International Journal of Infrared and Millimeter Waves,2008 (SCI)
Xia Mao, Yu-Li Xue, Lee-Lung Cheng, Yun Sun. Harmonious Graphics Generating Based on the 1/f Function Theory. Chaos, Solitons & Fractals, v 32, n 2, April, 2007, 521-525 (SCI)
Mao Xia, et al. Study on the Affective Property of music[J]. Chaos,Solitons & Fractals,U.K. 2005 (SCI)
Mao Xia, et al. Affective Property of Image and Fractal Dimension [J].Chaos,Solition & Fractal, U.K. 2003.3:V15 905-910 (SCI)
Wu X, Mao X, Chen L, et al. View-Invariant Gesture Recognition Using Nonparametric Shape Descriptor[C]//Pattern Recognition (ICPR), 2014 22nd International Conference on. IEEE, 2014: 544-549. (EI)
Mao X, Liu X, Feng T, et al. A communication protocol of man overboard system based on BeiDou [C]//Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on. IEEE, 2014: 1910-1911.
易积政, 毛峡, 薛雨丽。 基于特征点矢量与纹理形变能量参数融合的人脸表情识别[J]. 电子与信息学报
刘运龙,薛雨丽,袁素真,毛峡。基于局部均值的红外小目标检测算法[J]. 红外与激光工程. 2013.
毛峡,刘运龙,薛雨丽. 基于未加权区域采样的直线反走样算法[J]. 北航学报. 2013.
袁素真, 毛峡, 陈立江, 薛雨丽. 基于双量子比特态测量的量子自适应中值滤波[J]. 北京航空航天大学学报
Wu X, Mao X, Chen L, et al. Combined Motion and Region-Based 3D Tracking in Active Depth Image Sequence[C]//Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing. IEEE, 2013: 1734-1739.(EI)
Yi J, Mao X, Xue Y, et al. Facial Expression Recognition Based on t-SNE and AdaboostM2[C]//Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing. IEEE, 2013: 1744-1749. (EI)
Chen L, Mao X, Wei P, et al. Speech Synthesis Research Based on EGG[C]//Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing. IEEE, 2013: 1799-1803.(EI)
Chen J, Mao X, Chen L. Fast Motion Estimation Algorithm Based on H. 264[C]//Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing. IEEE, 2013: 359-365.(EI)
Chen L, Mao X, Xue Y L, et al. Speech Emotional Features Measured by Power-law Distribution based on Electroglottography[C]//BIOSIGNALS. 2012: 131-136.(EI)
Mao X, Luo N, Xue Y L. Emphasizing on the Timing and Type-Enhancing the Backchannel Performance of Virtual Agent[C]//ICAART (2). 2012: 259-263.(EI)
毛峡,李硕. 基于AVS音频编码的信息隐藏方法[J]. 华中科技大学学报, 2012. (EI)
毛峡,李硕. AAC窗型判别和量化模块的改进算法[J] 信号处理, 2012. (EI)
Yuli Xue, Xia Mao and Qing Chang. Facial Action Unit Recognition and Inference for Facial Ecpression Analysis[C]. VISIGRAPP 2012. (EI)
Haichao Zheng, Xia Mao, Lin Jiang and Yuli Xue. Detection probability evaluation method for infrared point target under complicated backgrounds[C]. 11th International Conference on Quantitative InfraRed Thermography. (EI)
Mao X, Jiang L, Xue Y. Textual Affect Detection in Human Computer Interaction[M]//Intelligent Autonomous Systems 12. Springer Berlin Heidelberg, 2013: 239-247. (EI)
Mao X, Wang C, Xue Y. Expression Intensity Recognition Based on Multilayer Hybrid Classifier[M]//Intelligent Autonomous Systems 12. Springer Berlin Heidelberg, 2013: 739-748. (EI)
陈立江,毛峡,Mitsuru Ishizuka. 基于Fisher准则与SVM的分层语音情感识别[J]. 模式识别与人工智能, 2012.(EI)
毛峡,刘言,梁晓庚. 极坐标框架两轴平台光轴稳定算法[J]. 兵工学报, 2011.
毛峡,常乐,刁伟鹤复杂背景下红外点目标探测概率估算[J]. 北航学报, 2011.
王晓侃, 毛峡, Mitsuru Ishizuk.基于非线性流形学习的人脸面部运动估计[J]. 电子与信息学报, 2011.
黄康,毛峡,梁晓庚.红外小目标图像背景杂波量化方法[J]. 光学学报, 2011.
黄康, 毛峡, 梁晓庚. 红外小目标图像背景杂波量化方法[J].光学学报2010 (EI), 2011.
Catalin-Daniel Caleanu, Xia Mao,Vigil Tiponut, Yuli Xue. Direct Search as Unsupervised Training Algorithm for Neural Networks[A]. 14th WSEAS Int. Conf. on Systems,pp.575-579.2010(EI,ISTP)
Li Z, Mao X.Effects of Virtual Agent's Pupil Size, Blink Rate and Saccade on Person Impressions[J]. 10th International Conference on Intelligent Virtual Agents (IVA'10), Philadelphia, USA. 2010(EI,ISTP)
毛峡, 常乐,刁伟鹤. 复杂背景下红外点目标探测概率估算[J]. 北京航空航天大学学报(EI)
薛雨丽, 毛峡, Catalin-Daniel Caleanu, 常青. 基于社交、情感和生理的分层模糊表情生成[J]. 模式识别与人工智能. 2010(EI)
黄康, 毛峡,梁晓庚, 一种新的红外背景抑制滤波算法[J]. 航空学报, 31(6), 1239-1244 2010 (EI)
Xia Mao,Zheng Li. Emotional Eye Movement Markup Language for Virtual Agents[A], 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS'10), Toronto, Canada 2010 (EI,ISTP)
刁伟鹤, 毛峡.一种新的红外目标图像质量评价方法[J]. 航空学报,2010(EI)
刁伟鹤,毛峡.自动目标识别中的图像序列质量评价方法[J]. 电子与信息学报,2010(EI)
薛雨丽,毛峡,Catalin-Daniel Caleanu,吕善伟.遮挡条件下的鲁棒表情识别方法[J], 北京航空航天大学学报,2010 (EI)
刁伟鹤, 毛峡,梁晓庚. 复杂背景红外成像系统作用距离估算方法[J]. 北京航空航天大学学报, 35(8), 1022-1026, 2009 (EI)
黄康,毛峡, 胡海勇,梁晓庚. 复杂背景下红外弱小运动目标检测的新方法,航空学报, 30(9), 1754-1760, 2009 (EI)
Xia Mao, Zheng Li, Lei Liu. Providing Expressive Eye Movement to Virtual Agents[A]. 11th International Conference on Multimodal Interfaces (ICMI-MLMI'09), Doctoral Spotlight Session. MIT Media Lab, pp. 241-244, Boston, MA, USA (2009) (EI,ISTP)
Xia Mao, Zheng Li, YuLi Xue. Emotional Gaze Behaviors Generation in Human-agent Interaction[A]. 27th ACM International Conference on Human Factors in Computing Systems (ACMCHI'09), Extended Abstracts, pp. 3691-3696. Boston, MA, USA, 2009 (EI,ISTP)
Xia Mao, Zheng Li. Implementing Emotion-Based User-Aware E-Leaning[A]. 27th ACM International Conference on Human Factors in Computing Systems (ACMCHI'09), Extended Abstracts, pp. 3787-3792. Boston, MA, USA, 2009(EI,ISTP)
Xia Mao, Zheng Li, YuLi Xue. Emotional Gaze Behaviors Generation in Human-agent Interaction[A]. 27th ACM International Conference on Human Factors in Computing Systems (ACMCHI'09), Extended Abstracts, pp. 3691-3696. Boston, MA, USA, 2009 (EI,ISTP)
Xia Mao, Zheng Li, Hai-Yan Bao. Extension of MPML with Emotion Recognition Functions Attached[A]. Proceeding of IVA08, Tokyo, Japan 2008 (EI,ISTP)
Xia Mao, Zheng Li, Hai-Yan Bao. Generating and Describing Affective Human-agent Interaction[A]. Proceeding of ICNC08, Jinan, China, 2008 (EI,ISTP)
Xia Mao, Zheng Li, Hai-Yan Bao. A Rough Set and SVM Based Approach to Chinese Textual Affect Sensing[A].Proceedings - 8th International Conference on Intelligent Systems Design and Applications, Taipei, China, 2008 (EI,ISTP)
Xia Mao, Hai-Yan Bao, Zheng Li. Intelligent Emotion Decision System for Autonomous Agents[A]. Proceedings - 8th International Conference on Intelligent Systems Design and Applications, Taipei, China, 2008 (EI,ISTP)
LiQin Fu, Xia Mao. Speaker Independent Emotion Recognition Based SVM/HMMs Fusion System[A]. IEEE International Conference On Audio, Language And Image Processing (ICALIP), Shanghai, China, 2008 (EI,ISTP)
LiQin Fu, Xia Mao, LiJiang Chen. Speaker Independent Emotion Recognition Using HMMs Fusion System with Relative Speech Features. International Conference on Intelligent Networks and Intelligent Systems (ICINIS) , Wuhan, China, 2008 (EI,ISTP)
刁伟鹤,毛峡, 董旭阳. 一种红外小目标图像质量的评定方法[J]. 北京航空航天大学学报,2008 (EI)
Mao Xia, Zhang Bing, Luo Yi. Emotion Recognition Based on a Hybrid of HMM/ANN[A]. 7th WSEAS Int. Conf. on Applied Informatics and Communications, Athens, Greece, 2007.
Mao Xia, Xue Yu-Li, Li Zheng and Diao WeiHe. Modeling of Layered Fuzzy Facial Expression Generation[A]. 12th Conf. on Huamn-Computer Interaction, Beijing, China, 2007 (EI,ISTP)
Mao Xia, Xue YuLi, Li Zheng and Hu HanYong. Research on Multiple Facial Expressions of Emotions[A]. 5th Conf. on Computing, Communications and Control Technologies, Orlando, Florida, USA, 2007.
毛峡, 赵兴圆,沈巍. 一种基于模糊决策的矩形目标提取算法[J]. 北京航空航天大学学报.2007 (EI)
毛峡,薛雨丽等. BHU人脸表情数据库的设计与实现[J]. 北京航空航天大学学报, 2007.02,33(02):224-228 (EI)
Yu-li Xue,Xia Mao.BEIHANG UNIVERSITY FACIAL EXPRESSION DATABASE AND MULTIPLE FACIAL EXPRESSION RECOGNITIO[A]. International Conference on Machine Learning and Cybernetics 2006 (EI)
毛峡, 孟庆宇. 基于小波分析和神经网络的脑电信号分类方法[J]. 北京航空航天大学学报.2005.10, 31(10):1140-1144. (EI)
Mao Xia,et al. Analysis and Synthesis of Two Dimensional Fractional Brownian Motion Based on Wavelet[A]. The 6th World Multi-Conference on SYSTEMICS, CYBERNETICS AND INFORMATICS, America,2002.7 (ISTP)
Mao Xia, et al. Study on Transforming From Painting to Music.4th EURASIP – IEEE Region 8 International Symposium on Video/Image Processing and Multimedia Communications. (VIPromCom – 2002 ),Croatia.2002.6 (ISTP)
Mao Xia, et al. Analysis of Affective Characteristics and Evaluation of Harmonious Feeling of Image Based on 1/f Fluctuation Theory [A]. International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems(IEA/AIE 2002)[C], Australia,2002.6: 780-789 (SCIE、ISTP)
毛峡等. 1/f波动数据的产生及其舒服感评价[J].北京航空航天大学学报,2002, 28(3):253-256 (EI)
毛峡等. 基于小波的2-D分形布朗运动分析与合成[J].电子学报, 2003.6 (EI)
毛峡等. 图像的情感特征分析及其和谐评价[J]. 电子学报,2001.12,1923-1927
Mao Xia,et al. Characterization of Dried Seaweed Fluctuation Analysis[A].Trans.IEEE of Japan [C], 1997,Vol.117-c,No.2,205-206

►获得主要荣誉
获高等学校科学技术研究优秀成果技术发明二等奖一项。
北京市优秀教学成果二等奖多项。
多次被评为北京航空航天大学“学生心目中最爱戴的老师”。

►社会学术兼职
中国自动化学会理事、女科技工作者工作委员会主任委员。
中国电子学会高级会员。
IEEE Transactions on Visualization and Computer Graphics、Neuro Computing、Optical Engineering、IET Image Processing、Journal of Visual Languages and Computing,Infrared Physics & Technology, Knowledge-Based Systems等国际期刊的评审专家

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