簡介
劉光遠,男,1961年4月生,博士,西南師範大學人事處處長,教授,碩士生導師,西南師範大學學位委員會委員,《西南師範大學學報(理科版)》編委,重慶市物理學會副理事長,重慶市教授級諮詢專家,重慶市企業信息化技術支持中心CAD專家組成員。
劉光遠,西南師範大學人事處處長,教授,碩士生導師,西南師範大學學位委員會委員,《西南師範大學學報(理科版)》編委,重慶市物理學會副理事長,重慶市教授級諮詢專家,重慶市企業信息化技術支持中心CAD專家組成員。
其主要研究方向為神經網路、計算智慧型、模糊系統及套用。
個人履歷
學習和工作簡歷
1979.09-1983.07 西南師範大學物理系物理專業本科,學士
1992.09-1995.07 電子科技大學電磁測量及儀器專業研究生,碩士
1992.09-1995.07 電子科技大學電路與系統專業研究生,博士
2000.10-2005.12 西南大學基礎心理學博士後科研流動站,博士後
1983.07-1997.11 西南師範大學物理系/ 電子信息工程系,先後任助教、講師(1991)
1997.12-1999.05 西南師範大學物理系/ 電子信息工程系,任副教授
1999.06-至 今 西南師範大學物理學院/ 電子信息工程學院,任教授
科研項目
(主持)
(1)教育部重大科技項目:基於生理信號的人機情感互動理論模型及套用研究(NO.311032),2011.—2014.7
(2)國家自然科學基金面上項目:用計算智慧型提取情感生理信號重要特徵及其組合的研究(NO.60873143),2009.1-2011.12
(3)教育部高等學校骨幹教師資助計畫:禁忌搜尋算法及在神經網路中的套用(教技司[2000]65號),2000.06-2002.12
(4)重慶市科委基金面上項目:基於Tabu Search模糊神經計算(2003-7881,2003.8-2005-09
(5)重慶市科委基金面上項目: 禁忌搜尋算法套用(99-5775),1999.01-2001.06
(6)重慶市科委基金面上項目:混沌神經網路及套用研究(99-5909),1999.06-2002.11
(7)重慶市科委基金面上項目:協同計算機的學習研究及在生物圖像識別中的套用(CSTC,2004BB2083),2004.10-2006.09
(8)重慶市科委基金面上項目:基於生理信號的情感特徵分析(CSTC,2006BB2328),2006.10-2008.9
學術論文(部分)
(1)en WanHui, Qiu YuiHui, Liu GuangYuan*, Cheng NanPu, Huang XiTing. Construction and cross-correlation analysis of the affective physiological response database. ScienceChina: Information Sciences, 2010, 53(9): 1774-1784.
(2)Xu Ya,Liu GuangYuan*,Hao Min,Wen WanHui,Huang XiTing. Analysis of Affective ECG Signals toward Emotion Recognition. Journal of Electronics, 2010, 27(1): 8-14.
(3)Cheng Jing, Liu Guangyuan*, Yang Zhaofang. Construction of Human-Computer Affective Interaction Assistant. Advances in Information Sciences and Service Sciences, 4(17), 83-90, 2012.(EI檢索)
(4)溫萬惠,邱玉輝,劉光遠*,程南璞,黃希庭。情感生理反應樣本庫的建立與數據相關性分析。中國科學:信息科學,2011,41(1):77-89。
(5) 熊勰,劉光遠*,溫萬惠.基於智慧型算法的生理信號情感識別,計算機科學,2011,38(3):pp 266-268.
(6)郝敏,劉光遠*.基於進化策略的生理信號情感識別[J].智慧型系統學報,2009,4(4):352-356.
(7)程靜,劉光遠*.學科交叉視角下的情感識別研究進展.計算機科學,39(5), 19-24 , 2012
(8) 陳紅,劉光遠*,賴祥偉.相關性分析和最大最小蟻群算法用於脈搏信號的情感識別[J].計算機科學, 2012.39(4):250-253
(9) 曹軍,劉光遠*,賴祥偉.量子粒子群和相關性分析在心電特徵選擇中的套用[J].計算機科學, 2012.39(3):209-211
(10)張洪強,劉光遠*,賴祥偉.隨機森林算法在肌電的重要特徵中選擇中的套用[J].計算機科學, 2013.40(1):200-202
(11) 楊敏,劉光遠*,溫萬慧.兩類情感狀態下心電與HRV信號的非線性分析[J].計算機套用,2012.32( 10) : 2963-2965
(12)Jie WEI, Guangyuan LIU*,Wanhui WEN. Dynamical models of love with the decay of the appeal.Appl. Math. Comput.(Under review.)
(13)Liu Fengru, Liu Guangyuan*, Lai Xiangwei, Wen Wanhui. The model about the affection regulation based on partial least regression in the human-computer interaction. In Proceedings of the 2012 International Conference on Natural Computation,Chongqing, 2012, 1: 1060-1063. (EI Compendex indexed, No. 20123815448819)
(14)Hong Chen, Guangyuan Liu*, Xie Xiong. A Novel Feature Selection Method for Affective Recognition Based on Pulse Signal[C]. 2011 Fourth International Symposium on Computational Intelligence and Design (ISCID 2011) . vol.I, Oct.2011, pp.110-113. (Indexed by EI and ISTP).
(15)Hong Qiu, Guangyuan Liu*, Fengru Liu. Affective recognition from EMG signal: An approach based on correlation analysis and adaptive Tabu Search[C].The 2011 International Conference on Mechatronic Science, Electric Engineering and Computer,V.10,pp.913-916,2011.08.
(16)Fengru Liu ,Guangyuan Liu*, Xiangwei Lai ,Wanhui Wen. The model about the affection regulation based onpartial least regression in the Human-computer interaction[C], 2012 8th International Conference on Natural Computation (ICNC 2012). May.2012.pp.1060-1063.
(17)Biying Liu , Guangyuan Liu* , Zhaofang Yang. Analysis of Affective State from Galvanic Skin Response Using Correlation Dimension and Embedding Dimension[C],2012 Fifth International Symposium on Computational Intelligence and Design. vol.I, Oct.2012 .pp.7-10.
(18)Zhengji Long, Guangyuan Liu* and Xuewu Dai.”Extracting Emotional Features from ECG by Using Wavelet Transform”,Proceeding of the first International Conference on Biomedical Engineering and Computer Science(ICBECS2010),P404-407,2010.
(19)Guanghua Wu,Guangyuan Liu*,Min Hao. The analysis of emotion recognition from GSR based on PSO. The 2010 International Symposium on Intelligence Information Processing and Trusted Computing (IPTC 2010).
(20)Huiling Zhang, Guangyuan Liu*. Research of Emotion Recognition Based on Pulse Signal. Proceedings of IEEE International Conference on Advanced Computer Theory and Engineering,vol.3,Aug.2010,pp.506-509
(21)Wen WanHui, Qiu YuiHui, Liu GuangYuan*. Electrocardiography Recording, Feature Extraction and Classification for Emotion Recognition. In Proceedings of the 2009 World Congress on Computer Science and Information Engineering,Los Angeles,CA, 2009, 4: 168-172. (EI Compendex indexed, No. 20094712464745)
(22)XU Ya, LIU Guang-Yuan*, “A method of emotion recognition based on ECG signal,” proceeding of the 2009 international conference on computational intelligence and natural computing (CINC’09), IEEE computer society, 2009, pp.202-205.
(23)MA Chang-Wei, LIU Guang-Yuan*,” feature extraction, feature selection and classification from electrocardiography to emotions,” proceeding of the 2009internationalconferenceoncomputationalintelligenceandnatural computing (CINC’09), IEEE computer society, 2009, pp.190-193.
(24)LIU Guang-Yuan,HAO Min,“emotion recognition of physiological signals based on adaptive hierarchical genetic algorithm,”proceeding of the 2009 WRI world congress on computer science and informationengineering (CSIE’09), IEEE computer society, Los Angeles, California USA, 2009, pp.670-674.
(25)WEN Wan-Hui, QIU Yu-Hui, LIU Guang-Yuan*,”electrocardiography recording, feature extraction and classification for emotion recognition,”proceeding of the 2009 WRI world congress on computer science and information engineering (CSIE’09),IEEEcomputersociety,LosAngeles,CaliforniaUSA,2009,pp.168-172
獲獎情況
獲獎情況
(1)計算智慧型及其在控制中的套用示範,重慶市科技進步三等獎,2006年度
(2)2001年,被重慶市教育工委授予“優秀共產黨員”榮譽稱號
(3)2011年,被重慶市教育工委授予“優秀共產黨員”榮譽稱號
發明專利
國家發明專利 : 已申請4項
指導本科生創新項目
(1) 西南大學第一屆本科生科技創新基金項目重大項目 :人臉識別系統開發(0515001, 2005.06-2006.06, 指導教師)
(2) 國家級大學生創新創業訓練計畫 :人性化遠程可控自動門窗(201210635125,2012.06-2013.06,
指導教師)