北京航空航天大學(xué)毛峽教授(圖)
毛峽教授研究室隸屬于北京航空航天大學(xué)電子信息工程學(xué)院電子科學(xué)與技術(shù)一級學(xué)科,在情感計(jì)算和人機(jī)交互領(lǐng)域有多年的科研積累。近年來,毛峽教授主持了國家自然科學(xué)基金項(xiàng)目4項(xiàng)、863計(jì)劃課題、教育部博士點(diǎn)基金優(yōu)先發(fā)展領(lǐng)域項(xiàng)目、北京市自然科學(xué)基金項(xiàng)目、航空基金項(xiàng)目、航天支撐基金、中國與羅馬尼亞政府間科技合作項(xiàng)目、中日國際科技合作項(xiàng)目等多項(xiàng)基金課題和國際合作課題,并主持了中國載人航天工程部分項(xiàng)目及其它多項(xiàng)橫向課題,為學(xué)科的發(fā)展做出了重要貢獻(xiàn)。課題組在國內(nèi)外公開發(fā)表了140余篇學(xué)術(shù)論文,其中20余篇被SCI收錄,多篇被EI和ISTP等收錄,在人機(jī)交互領(lǐng)域頂級國際會(huì)議ACMCHI2009和AAMAS2011上發(fā)表學(xué)術(shù)論文,在ICMI2009多模交互國際會(huì)議上所發(fā)表的論文被選為最具創(chuàng)新性的四篇學(xué)術(shù)論文之一,并在美國麻省理工學(xué)院(MIT)進(jìn)行大會(huì)宣講。課題組已出版國際專著(章節(jié))3部、國內(nèi)專著1部,申請專利40余項(xiàng),其中已授權(quán)20項(xiàng),軟件著作權(quán)1項(xiàng)。已培養(yǎng)博士后2名、博士12名、碩士50余名,其中多名博士生獲博士研究生創(chuàng)新基金項(xiàng)目,人均發(fā)表SCI收錄論文2篇以上,并且毛峽教授曾應(yīng)邀為光明日報(bào)新開專欄“新知”撰寫開篇文章《情感計(jì)算》(2011年2月15日第12版)。
2011年10月,以卡內(nèi)基梅隆大學(xué)Manuela Veloso教授為團(tuán)長的美國國家科學(xué)基金會(huì)(NSF)代表團(tuán)對毛峽教授領(lǐng)導(dǎo)的人工智能與模式識(shí)別研究室進(jìn)行了訪問,并對課題組的研究水平給予了高度評價(jià):“毛峽教授領(lǐng)導(dǎo)的課題組是一個(gè)優(yōu)秀的研究團(tuán)隊(duì),課題組的研究成果已在頂尖國際會(huì)議及期刊上發(fā)表,具有出色的表現(xiàn)。此外,課題組非常重視建立可作為標(biāo)準(zhǔn)的公開數(shù)據(jù)庫。課題組在人機(jī)情感交互領(lǐng)域的研究在中國獨(dú)樹一幟”
毛峽教授曾獲2012年高等學(xué)?茖W(xué)技術(shù)研究優(yōu)秀成果技術(shù)發(fā)明二等獎(jiǎng)、北京市優(yōu)秀教學(xué)成果二等獎(jiǎng)多項(xiàng),獲北航教學(xué)成果一等獎(jiǎng)多項(xiàng),多次被評為“學(xué)生心目中最愛戴的老師”,獲“西飛獎(jiǎng)教金”一等獎(jiǎng)。社會(huì)兼職包括IEEE、IEICE會(huì)員,中國電子學(xué)會(huì)高級會(huì)員,中國宇航學(xué)會(huì)光電技術(shù)專業(yè)委員會(huì)委員,北京電子學(xué)會(huì)教育專業(yè)委員會(huì)委員,國家“863”項(xiàng)目、國家自然科學(xué)基金評審專家,IEEE Transactions on Visualization and Computer Graphics、Neurocomputing、Optical Engineering、IET Image Processing、Journal of Visual Languages and Computing、Infrared Physics & Technology評審專家。
專著及主要論文:
出版專著:
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.(專著章節(jié))
毛峽,薛雨麗. 人機(jī)情感交互[M]. 科學(xué)出版社, 2011年7月1日. ISBN: 978-7-0303-1799-5. (專著)
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(專著章節(jié))
Xia Mao,Yuli Xue, Zheng Li, et rl. 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. (專著章節(jié))
主要論文:
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)
Li, Z., & Mao, X. (2012). Emotional eye movement generation based on Geneva Emotion Wheel for virtual agents[J]. Journal of Visual Languages & Computing(SCI)
Chen, L.,Mao, X., Xue, Y., & Cheng, L. L. (2012). Speech emotion recognition: Features and classification models[J]. Digital Signal Processing, 22(6), 1154-1160(SCI)
Zheng, H. C.,Mao, X., Xue, Y. L., & Jiang, L. (2012). Evaluation for detection probability of infrared point target under complicated backgrounds[J]. Journal of Electromagnetic Waves and Applications, 26(11-12), 1528-1537(SCI)
Chen, L.,Mao, X., Wei, P., Xue, Y., & Ishizuka, M. (2012). Mandarin emotion recognition combining acoustic and emotional point information[J]. Applied Intelligence, 1-11(SCI)
Wang, X., Mao, X., Caleanu, C. D., & Ishizuka, M. (2012). Statistical shape analysis for face movement manifold modeling[J]. Optical Engineering, 51(3), 037004-1(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)
黃康, 毛峽, 梁曉庚. 紅外小目標(biāo)圖像背景雜波量化方法[J].光學(xué)學(xué)報(bào)2010 (EI)
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)
毛峽, 常樂,刁偉鶴. 復(fù)雜背景下紅外點(diǎn)目標(biāo)探測概率估算[J]. 北京航空航天大學(xué)學(xué)報(bào)(EI)
薛雨麗, 毛峽, Catalin-Daniel Caleanu, 常青. 基于社交、情感和生理的分層模糊表情生成[J]. 模式識(shí)別與人工智能. 2010(EI)
黃康, 毛峽,梁曉庚, 一種新的紅外背景抑制濾波算法[J]. 航空學(xué)報(bào), 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)
刁偉鶴, 毛峽.一種新的紅外目標(biāo)圖像質(zhì)量評價(jià)方法[J]. 航空學(xué)報(bào),2010(EI)
刁偉鶴,毛峽.自動(dòng)目標(biāo)識(shí)別中的圖像序列質(zhì)量評價(jià)方法[J]. 電子與信息學(xué)報(bào),2010(EI)
薛雨麗,毛峽,Catalin-Daniel Caleanu,呂善偉.遮擋條件下的魯棒表情識(shí)別方法[J, 北京航空航天大學(xué)學(xué)報(bào),2010 (EI)
刁偉鶴, 毛峽,梁曉庚. 復(fù)雜背景紅外成像系統(tǒng)作用距離估算方法[J]. 北京航空航天大學(xué)學(xué)報(bào), 35(8), 1022-1026, 2009 (EI)
黃康,毛峽, 胡海勇,梁曉庚. 復(fù)雜背景下紅外弱小運(yùn)動(dòng)目標(biāo)檢測的新方法,航空學(xué)報(bào), 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)
刁偉鶴,毛峽, 董旭陽. 一種紅外小目標(biāo)圖像質(zhì)量的評定方法[J]. 北京航空航天大學(xué)學(xué)報(bào),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.
毛峽, 趙興圓,沈巍. 一種基于模糊決策的矩形目標(biāo)提取算法[J]. 北京航空航天大學(xué)學(xué)報(bào).2007 (EI)
毛峽,薛雨麗等. BHU人臉表情數(shù)據(jù)庫的設(shè)計(jì)與實(shí)現(xiàn)[J]. 北京航空航天大學(xué)學(xué)報(bào), 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)
毛峽, 孟慶宇. 基于小波分析和神經(jīng)網(wǎng)絡(luò)的腦電信號分類方法[J]. 北京航空航天大學(xué)學(xué)報(bào).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 u2013 IEEE Region 8 International Symposium on Video/Image Processing and Multimedia Communications. (VIPromCom u2013 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)
毛峽等. 1/f波動(dòng)數(shù)據(jù)的產(chǎn)生及其舒服感評價(jià)[J].北京航空航天大學(xué)學(xué)報(bào),2002, 28(3):253-256 (EI)
毛峽等. 基于小波的2-D分形布朗運(yùn)動(dòng)分析與合成[J].電子學(xué)報(bào), 2003.6 (EI)
毛峽等. 圖像的情感特征分析及其和諧評價(jià)[J]. 電子學(xué)報(bào),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