刘小燕

一、基本情况

刘小燕,女,1973年生,湖南大学自动化系教授、博士生导师

电子制造业智能机器人技术湖南省重点实验室 副主任

机器人视觉感知与控制技术国家工程实验室 研究员

湖南大学电气与信息工程学院 副院长(2015-2019)

电话: 13687301796

E-mail: xyliu_hnu(a)163.com

 

二、学习工作经历

1990.09-1994.07 湖南大学, 工业自动化专业, 学士

1994.09-1997.06 湖南大学, 工业自动化专业, 硕士

1997.07-2000.08 湖南大学电气与信息工程学院, 教师

2000.09-2001.05 上海同济大学, 德语进修

2001.06-2001.09 德国歌德学院, 德语培训

2001.10-2005.05 德国马格德堡大学, 过程与系统工程专业, 博士(国家公派)

2005.07-2007.04 德国马格德堡大学, 过程与系统工程系, Scientific Researcher

2007.05-至今 湖南大学大学电气与信息工程学院, 教师

社会兼职:

2014-2018: 湖南省自动化学会秘书长;

2018- 至今 电子制造业智能机器人技术湖南省重点实验室,副主任;

11th World Congress on Intelligent Control and Automation (session chair);

2013 中国自动化大会暨自动化领域协同创新大会,副秘书长

2014全国模式识别会议,大会宣传主席

 

三、奖励/荣誉

1. 荣获德国经济合作与发展部(BMZ) “Returning Experts Program”资助

2. 入选 2008年度“教育部新世纪优秀人才支持计划”

3. 荣获2012年度、2013年度、2016年度“湖南省优秀硕士学位论文” 指导教师

4. 2017年度“湖南大学优秀硕士学位论文”指导教师”

5. 2018年度“湖南大学本科毕业设计优秀指导教师”(一等奖)

6. 2018中国产学研合作创新成果奖 一等奖 (排名第3)

 

四、研究方向智能建模与控制;机器视觉;图像处理技术及其应用(医学及工业应用领域)

科研合作单位:德国马格德堡大学、德国不莱梅大学、湘雅附属第二医院。相关网页链接:

http://www.sinogermanscience.org.cn/cn/cn_aktuelles/cn_2015/201512/t20151218_17315.html

 

五、近年来主持或参与的项目

  1. 国家自然科学基金项目“基于机器视觉的大型球团矿造球过程在线检测与自动控制研究”,2020.01-2023.12,主持

  2. 国家自然科学基金项目“基于三维视觉的机器人室内场景语义地图创建方法研究”,2016.01-2019.12,参与

  3. 湖南省科技创新计划重点项目“工业机器人三维视觉识别与伺服控制关键技术”,2018.07-2021.7,参与

  4. 揭阳市科技金融服务中心产学研合作项目,2019-2020,主持

  5. 电子制造业智能机器人技术湖南省重点实验室开放基金重点项目,“面向水雾环境的机器视觉检测系统研究”,2018-2019

  6. 国家自然科学基金项目,2014.1 -2017.12,负责

  7. 中德科学中心资助项目“Sino-German Symposium on Frontiers in vision-based perception and control",中方主席,2016,德国不莱梅

  8. 教育部博士点基金,2014.1 -2016.12, 负责

  9. 湖南省自然科学基金,2013.1-2015.12,负责

  10. 中德高水平研讨会“Vision-based detection and control”,2014.10,会议主席

  11. 回国留学人员科研资助专项,2011.9-2013.9,负责

  12. 流程工业综合自动化国家重点实验室开放基金,2014.1-2014.12,负责

  13. 教育部新世纪优秀人才计划,2009.1-2011.12负责

  14. 国家自然科学基金项目, 2008.01-2010.12.负责

  15. 国家自然科学基金国际合作与交流项目, 2008,负责

  16. 教育部留学回国人员科研启动基金, 2009-2011,负责

  17. 德国学术交流中心DAAD科研访问项目2008,负责

  18. 德国研究基金DFG项目. 2006.4-2007.04,主研

 

六、研究生培养成果:

鲁新月、 徐学奎、张超宇 荣获国家奖学金

张超宇、徐欣、周生健、张超宇 荣获“湖南省优秀硕士学位论文”

徐学奎荣获“湖南大学优秀硕士学位论文”

武伟宁 荣获“湖南大学优秀研究生”

 

近年来团队硕士研究生就业去向

联发软件设计(深圳)有限公司、 中兴通讯长沙研究所、南京维沃通信科技有限公司、深圳英飞拓、天津城建大学、东风商用车技术中心(武汉)、深圳市汇川技术股份有限公司、青岛地铁集团运营分公司、深圳招联消费金融、广州视源电子科技股份有限公司、中车株洲电力机车研究、中国铁建重工集团有限公司、中国铁建重工集团有限公司、浙江大华技术股份有限公司、中国电子科技集团公司第二十九研究所、北京奇安信科技有限公司武汉研发中心、招银网络科技(深圳)有限公司、深圳开立生物医疗科技股份有限公司、科大讯飞股份有限公司

 

七、学术论文代表作

  1. Wei-Ning Wu, Xiao-Yan Liu*, Zhou Hu, Rong Zhang, Xin-Yue Lu.Improving the sustainability of cement clinker calcination process by assessing the heat loss through kiln shell and its influencing factors: A case study in China.Journal of Cleaner Production.2019,224:132-141 (SCI一区)

  2. Gang Sun, Xiaoyan Liu*, Ling Gao, Pu Zhang, Siyuan Wang, Yandan Zhou. Automatic measurement of global retinal circulation in fluorescein angiography, Journal of Biomedical Optics, 2018,23(6), 065006. (SCI三区)

  3. Xiaoyan Liu*, Chuangang Mao, Wei Sun*, Xin Wu. Image-based method for measuring pellet size distribution in the stable area of discpelletizer. ISIJ International (The Iron and Steel Institute of Japan), 2018, in press. (SCI三区)

  4. Wei-Ning Wu, Xiaoyan Liu, Rong Zhang, Zhou Hu. DEM investigation of the power draw for material movement in rotary drums with axis offset. Chemical Engineering Research and Design. 2019,144: 310–317.

  5. Gang Sun, Xiaoyan Liu*,Siyuan Wang, Ling Gao, Min Liu. Width measurement for pathological vessels in retinal images using centerline correction and k-means clustering. Measurement. 2019,139 :185–195 (SCI 三区)

  6. Xin Wu, Xiaoyan Liu, Wei Sun, Chuangang Mao, Yu Cao. An image-based method for online measurement of the size distribution of iron green pellets using dual morphological reconstruction and circle-scan. Powder Technology. 2019, (SCI 二区,in press)

  7. Zhou Hu, Xiaoyan Liu*, Weining Wu. Study of the critical angles of granular material in rotary drums aimed for fast DEM model calibration. Powder Technology,2018,340 :563–569.(SCI二区)

  8. Jiao Jin, Xiaoyan Liu*, Weining Wu, Fabian Herz. A novel support vector machine ensemble model for estimation of free lime content in cement clinkers, ISA Transactions, 2018 (SCI二区, under review)

  9. Junhui Gong , Xiaoyan Liu*, Tianming Liu, Jiansong Zhou, Gang Sun,Juanxiu Tian. Dual Temporal and Spatial Sparse Representation for Inferring Group-Wise Brain Networks From Resting-State fMRI Dataset. IEEE Trans. on Biomedical Engineering, 2018,65(5):1035-1048 (SCI二区)

  10. Weining Wu, Xiaoyan Liu*, Zhou Hu, Fabian Herz, Eckehard Specht. Measurement of the local material depth in a directly-heated pilot rotary kiln based on temperature fields. Powder Technology(SCI二区), 2018, 330: 12–18.

  11. Xiaoyan Liu, Zhou Hu , Weining Wu, Jiesi Zhan, Fabian Herz, Eckehard Specht. DEM study on the surface mixing and whole mixing of granular materials in rotary drums. Powder Technology, 2017 315: 438–444. (SCI二区)

  12. Xiaoyan Liu, Junhui Gong, Zezhu Zhang, Weining Wu. An image analysis technique for the particle mixing and heat transfer process in a pan coater. Powder Technology. 2016, 295: 161-166. (SCI 二区)

  13. Xiaoyan Liu, Xuekui Xu, Weining Wu, Fabian Herz, Eckehard Specht. A simplified model to calculate the power draw for material movement in industrial rotary kilns. Powder Technology, 2016,301:1294-1298. (SCI二区)

  14. A.I. Nafsun,F. Herz,E. Specht,H. Komossa,S. Wirtz,V. Scherer,Xiaoyan Liu. Thermal bed mixing in rotary drums for different operational parameters. Chemical Engineering Science,2016.11.5,160(00):346-353. (SCI二区)

  15. Aainaa Izyan Nafsun, Fabian Herz, Xiaoyan Liu. Influence of material thermal properties and dispersity on thermal bed mixing in rotary drums. Powder Technology. 2018, 331:121-128. (SCI二区)

  16. Xiaoyan Liu, Chaoyu Zhang, Jiesi Zhan. Quantitative comparison of image analysis methods for particle mixing in rotary drums. Powder Technology, 2015, 282:32–36. (SCI二区)

  17. Xiaoyan Liu, Jieping Chen. Survey on monitoring of solids movement in rotary kilns. Proceeding of 11th World Congress on Intelligent Control and Automation, June 2014, Shenyang, China. IEEE, ISBN:978-1-4799-5825-2/14, pp:2770-2773.(担任session chair)

  18. Xiaotang Li, Jiansong Zhou, Xiaoyan Liu. Influence of scan duration on the reliability of resting-state fMRI regional homogeneity. 6th Chinese Conference, CCPR 2014,Changsha, China, November 17–19, 2014.

  19. Pei Zhu, Xiaoyan Liu, Jiansong Zhou. fMRI analysis of schizophrenic patients with aggressive behavior. 2013 Chinese Automation Congress, CAC 2013. Nov. 7, 2013 – Nov. 8, 2013.Changsha, China(EI)

  20. Xiaoyan Liu, et.al. Analytical solution for the axial solid transport in rotary kilns. Chemical Engineering Science.2009,64(2):428-431.(SCI)

  21. Liu, X.Y., Specht, E. Predicting the fraction of the mixing zone of a rolling bed in rotary kilns. Chemical Engineering Science.2010,65:3059-3063. (SCI)

  22. Liu, X.Y.,Specht, E. Temperature distribution within the moving bed of rotary kilns: Measurement and analysis. Chemical Engineering and Processing: Process Intensification. 2010,49(2):147-150.(SCI)

  23. Liu, X.Y., Zhou, S.J., Specht, E. Avalanche time of granular flows in rotary kilns. Chemical Engineering &Technology. 2010,33(6):1029-1033 (SCI)

  24. Liu, X.Y., Specht, E., Guerra Gonzalez, O., Walzel, P. Analytical solution for the rolling-mode granular motion in rotary kilns. Chemical Engineering and Processing: Process Intensification. 2006,(45)6, 515-521(SCI)

  25. Liu, X.Y., Specht, E. Mean residence time and hold-up of solids in rotary kilns. Chemical Engineering Science. 2006,61(15),5176-5181.(SCI)

  26. Liu, X.Y., Specht, E., Mellmann, J. Slumping-rolling transition of granular solids in rotary kilns. Chemical Engineering Science. 2005,60(13),3629-3636.(SCI)

  27. Liu, X.Y., Specht, E., Mellmann, J. Factors influencing the rolling motion and transverse particle residence time in rotary kilns Zement,Kalk,Gips International. 2005, 58(2), 62-72 (SCI)

  28. Liu, X.Y., Specht, E., Mellmann, J. Experimental study of the lower and upper angles of repose of granular materials in rotating drums. Powder Technology, 2005,154: 125-131.(SCI)

  29. Mellmann, J., Specht, E., Liu, X.Y*.Prediction of rolling bed motion in rotating cylinders. AIChE Journal. 2004,50 (11): 2783-2793. (SCI)

  30. Xiaoyan Liu. Experimental and theoretical study of transverse solids motion in rotary kilns (专著), 德国慕尼黑Verlag Dr. Hut 出版社, 2005

  31. Liu, X.Y., Zhou, S.J., Specht, E.Image-based measurement of the surface profile of the cascading granular materials in rotating cylinders. Proceedings of The 8th International Conference on Measurement and Control of Granular Materials. Shengyang,China, Aug.27-29.Page 37-39. (ISTP)

  32. Xiaoyan Liu, Jieping Chen.Modeling the transversal motion of granular materials in rotary drums. Proceedings of The 8th International Conference on Measurement and Control of Granular Materials. Shengyang,China, Aug.27-29. Page 87-90. (ISTP)

  33. 吴鑫,刘小燕,毛传刚.基于形态学重建和GMM的球团颗粒图像分割.仪器仪表学报,2019录用

  34. 周淑伊, 刘小燕*, 周建松,孙刚.基于标准时频变换的脑电信号分类方法.电子测量与仪器学报. 2018,录用

  35. 张荣, 刘小燕*, 武伟宁, 鲁新月. 回转窑筒体热损失测量系统的研究. 电子测量与仪器学报 2017, 31(11): 60-65.

  36. 武伟宁,刘小燕*,徐学奎,金姣,张美.水泥熟料质量软测量模型中的时序分析方法,控制理论与应用,2018,35(7): 1029-1036.

  37. 龚军辉,刘小燕*,周建松, 孙刚. 基于时空双稀疏表示的成人ADHD相关静息态脑网络检测与分析,自动化学报,2018,录用

  38. 刘小燕, 王皓浩, 孙刚, 张谱, 刘敏, 高玲.基于互信息的荧光素眼底血管造影图像序列的自动配准方法. 电子与信息学报,2018,40(80): 1919-1926

  39. 刘小燕, 周生健, 张小刚.基于图像处理的回转窑物料休止角检测方法. 控制工程. 2009(16), 498-501.

  40. 刘小燕,鲁新月,张瑶瑶 基于图像反馈的回转筒物料运动状态实时控制系统. 控制工程. 2016,3: 313-317

  41. 刘小燕,龚军辉,李向东,武伟宁,彭同胜. 基于SURF算法的胶囊内镜冗余图像快速筛除. 中国生物医学工程学报,2016(3):264-271

  42. 刘小燕,郭群,龚军辉,孙彪,刘敏。基于面部红外热图的恐惧情绪识别. 电子测量与仪器学报,2017录用。