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金学波 - Jin Xue-bo

作者: 计算机与信息工程学院  |  发布日期:2017-03-17 11:03:46  |  阅读次数:

 

金学波,女,北京工商大学控制科学与工程一级学科教授,硕士生导师,中国航空学会信息融合分会委员、中国人工智能学会智能产品与产业工作委员会委员1994年毕业于吉林大学(原吉林工业大学)获学士学位,1997年毕业于吉林大学(原吉林工业大学)获硕士学位,2004年获得浙江大学控制科学与工程博士学位。20072008年在美国伊利诺斯大学芝加哥分校(University of Illinois at Chicago)电子与计算机工程系(ECE)访问。

研究方向为信息融合、大数据分析、状态估计、视频跟踪等,擅长算法设计与分析、软件系统构建等。主持国家自然科学基金项目、北京市教委重点科研项目等多项科学研究项目,并于百度公司等多个企业合作,承担了多项横向研究项目。入选2013年度北京市属高等学校青年拔尖人才培育计划。在相关理论、算法的研究方面取得了一些成果,已授权国家发明专利2项,获得10项软件著作权登记,受理8项国家发明专利,在国内外核心期刊发表EISCI检索论文40余篇。

承担新生工程体验课、多传感器数据融合等本科、研究生课程。获得第三届全国计算机仿真大奖赛优秀辅导奖、中国纺织工业协会教学研究成果二等奖等多项教学方面的奖励,编著出版了普通高等教育、高等学校电子与通信类专业“十一五”规划教材各1本。

Email: jinxuebo@btbu.edu.cn

电话: 13691595989

Linkedin: cn.linkedin.com/pub/学波-金/89/b14/80b/zh-cn

QQ2563728883

在相关领域承担的国家级、省部级科研项目

[1]   2013.01-2016.12, 事件驱动采样长路径多源数据的快速跟踪与溯源方法研究(No. 61273002, 国家自然科学基金面上项目, 第一

[2]   2015.1-2017.12,基于海量移动对象时空数据的高维运动特征估计与识别(KZ201510011012),北京市教委科研计划重点项目, 第一

[3]   2010.1-2012.12, 分布式多源复杂时序数据融合估计研究(No. 60971119, 国家自然科学基金面上项目, 第一

[4]   2013.01-2015.12,具有自激、互激及受激特征的商业大数据建模方法研究(CIT&TCD201304025),北京市属高等学校青年拔尖人才培育计划, 第一

[5]   2009.11-2011.10,车载彩色高清晰3D夜视系统研究与开发(2009C34017),浙江省科技厅面上项目, 第一

[6]   2007.1-2009.12,具有信道能力约束的随机控制系统研究的信息论方法(60674028),国家自然科学基金,第二

[7]   2004.1-2005.12,图像三维特征重构技术的空间域—频域实现研究(M603174),浙江省自然科学基金, 第一

近三年第一作者发表的主要相关学术论文

[1]   Xue-Bo Jin (金学波), Xiao-feng Lian(连晓峰), Ting-li Su, Yan Shi(施彦), and  Bei-bei Miao, Closed-loop estimation for randomly sampled measurements in target tracking system, Mathematical Problems in Engineering, http://dx.doi.org/10.1155/2014/315908, ISSN: 1563-5147, 2014SCI收录)

[2]   Xue-Bo Jin (金学波), Jing-Jing Du , Jia Bao, Target tracking of a linear time invariant system under irregular sampling, International Journal of Advanced Robotic Systems, ISSN 1729-8806, 9(11), 2012: 1-12SCIEI收录)

[3]   Xue-Bo Jin (金学波), Lihong Cao, Parallel estimation of long data for indoor RFID tracking system, ICIC Express Letters, ISSN: 1881-803X, 8(8), 2014, 2297-2302EI收录)

[4]   Xue-Bo Jin (金学波), Jing-Jing Du , Jia Bao, Maneuvering target tracking by adaptive statistics model, Journal of China Universities of Posts and Telecommunications, ISSN:1005-8885, 20(1), 2013, 108-114EI收录)

[5]   Xue-Bo Jin (金学波), JF Wang, HY Zhang(张慧妍), LH Cao, ANFIS model for time series prediction,  Applied Mechanics and Materials, ISSN:1660-9336, 385, 2013: 1411-1414EI收录)

[6]   Xue-Bo Jin (金学波), Du Jing-Jing, Bao Jia, Parameter estimation under color noise with the input, ICIC Express Letters, ISSN:1881-803X, 7(7), 2013, 2081-2986EI收录)

[7]   Xue-bo Jin(金学波), Jingjing Du, and Jia Bao, Brightness and Color Transfer for Infrared Images in vehicle night vision system, Applied Mechanics and Materials, ISSN:1660-9336, 263-266, PART 1, 2013: 2477-2482EI收录)

[8]   Xue-bo Jin(金学波), Jingjing Du, and Jia Bao, Fast tracking for video target tracking, Applied Mechanics and Materials, ISSN:1660-9336, 303-306, 2013: 2245-2248EI收录)

[9]   Xue-bo Jin(金学波), Jingjing Du, and Jia Bao, Data-Driven Tracking Based on Kalman Filter, Applied Mechanics and Materials, ISSN:1660-9336, 226-228, 2012: 2476-2479EI收录)

[10] X. Jin(金学波), J. Bao, and J. Du, Image enhancement based on selective - Retinex fusion algorithm, Journal of Software, ISSN: 1796-217X, 7(6), 2012: 1187-1194EI收录)

近年所获知识产权情况

[1]   金学波,窦超,基于图像处理方法的陶瓷墙地砖瑕疵检测系统,软件著作权登记, 授权公开号:2014SR134959, 2014

[2]   金学波,聂春雪,基于步行GPS轨迹数据的未知步行设施位置挖掘算法软件,软件著作权登记, 授权公开号:2014SR137543, 2014

[3]   苗贝贝,金学波, RFID室内跟踪系统仿真数据软件, 软件著作权登记, 授权公开号:2014SR020578, 2014

[4]   金学波, 基于S曲线多尺度Retinex红外图像增强算法, 软件著作权登记, 授权公开号:2011SR035115, 2011

[5]   金学波, 基于张正友标定法红外和可见光双目系统参数标定软件, 软件著作权登记, 授权公开号:2011SR065067, 2011

[6]   金学波, 基于sift向量的多源图像目标测距算法软件, 软件著作权登记, 授权公开号:2011SR063985, 2011

[7]   金学波, 张水英, 基于伪测量的新型多传感器分布式估计算法软件,软件著作权登记, 授权公开号:2010SR050818, 2010

近年已受权、受理的国家发明专利

[1] 金学波, 适用于汽车辅助驾驶系统的彩色夜视图像亮度增强方法, 国家发明专利, 申请号: 201110196586.X, 申请时间: 2011.06(国家知识产权局已授权)

[2] 金学波, 一种夜视微光图像与红外图像融合方法,国家发明专利,申请号:201010164083.X, 申请时间: 2010.12(国家知识产权局已授权)

[3] 金学波,聂春雪,施彦,基于贝叶斯分类器的股票中长期预测方法及系统,国家发明专利,申请号:201510311326.2,申请时间:2015.03(国家知识产权局已受理)

[4] 金学波,窦超,一种时序数据清理方法及系统,国家发明专利,申请号:201510064730.2,申请时间:2015.03(国家知识产权局已受理)

[5] 金学波,聂春雪, 一种未知步行设施位置确定方法及系统,国家发明专利,申请号:20140364225.5,申请时间:2014.07(国家知识产权局已受理)

[6] 金学波, 连晓峰, 施彦, 王立,一种适于非引擎机动目标的高精度跟踪方法,国家发明专利,申请号:201310164782.8,申请时间:2013.05(国家知识产权局已受理)

[7] 金学波, 施彦,股票买入点和卖出点的预测方法及装置,国家发明专利,申请号:201310316824.5,申请时间:2013.07(国家知识产权局已受理)

[8] 金学波,一种实现室内目标快速跟踪的方法,国家发明专利,申请号:201310503363.2,申请时间:2013.10(国家知识产权局已受理)

[9] 金学波,一种基于RFIDUKF实现室内目标快速跟踪的方法,国家发明专利,申请号:201310505003.6,申请时间:2013.10(国家知识产权局已受理)

[10] 杨培文(13级自动化本科生),梁惠莹(13级自动化本科生),金学波,一种基于网络控制的智能插座,国家发明专利,申请号:201410222954.7,申请时间:2014.05(国家知识产权局已受理)

 

 

Beijing Technology and Business University

School of Computer and Information Engineering

China

jinxuebo@btbu.edu.cn

Website: http://cn.linkedin.com/pub/jin-xue-bo/89/b14/80b/

https://www.researchgate.net/profile/Xue_Bo_Jin

 

Dr. Jin Xue-bo was born in Liaoning in 1972, China. She received the B.E. degree in industrial electrical and automation and the Master degree in industrial automation from Jilin University, Jilin, China, in 1994 and 1997, and the Ph.D. degree in control theory and control engineering from Zhejiang University, Zhejiang, China, in 2004.

From 1997 to 2012 she was with College of Informatics and Electronics, Zhejiang Sci-Tech University. Since 2012 she has been with College of Computer and Information Engineering, Beijing Technology and Business University as a Professor. Her research interests include multisensor fusion, statistical signal processing, video/image processing, robust filtering, Bayesian theory, graph theory and Time series analysis, artificial intelligence, financial automation, target tracking and dynamic analysis. In particular, her present major interest is multisensor fusion, Bayesian estimation and big data tendency analysis.

JIN is the Fellow of information fusion branch in China Society of Aeronautics and Astronautics, the Member of China Computer Society and Chinese Society of Artificial Intelligence. She now is the leader of the intelligent cognitive and data analysis research center of Beijing Technology and Business University. JIN has published about 60 papers in the statistical, mathematics, information fusion and image processing journals. She also developed a new estimation technology known as closed-loop estimation and owned multiple patents. 

 

Education

Oct 2000 – Dec 2003

Zhejiang University

PhD, Control Science and Engineering

Hangzhou, Zhejiang, China

Sep 1994 – Apr 1997

Jilin University

MS, Automation

Changchun, Jilin, China

Sep 1990 – Sep 1994

Jilin University

Bachelor of Technology, Automation

Changchun, Jilin, China

Thesis

Research Experience

Apr 2012 – Jan 2016

Head of  Active Cognition and Intelligence Analysis Center

Beijing Technology and Business University, School of Computer and Information Engineering

Beijing, China

Apr 1997 – Apr 2012

Head of electronic information engineering department

Zhejiang Sci-Tech University, Department of electronic information engineering

, China

Statistics

RG Score

14.55

Publications

70

Reads

512

Citations

81

Awards & Grants

Nov 2015

Award: Best Paper Award of The 7th Chinese Information Fusion Conference: Time-series main trend analysis by adaptive dynamics model

Aug 2014

Award: Best Paper Award of The 6th Chinese Information Fusion Conference: Spring force model  for the long data estimation

Skills & Activities

Skills

Kalman Filtering, Bayesian Analysis, MATLAB Simulation, Navigation, Automation & Robotics, Sensor Fusion, System Dynamics Modeling, Parameter Identification, Tracking, Data Fusion, Robot Vision, INS, Estimation, UAV, Control Systems Engineering

Languages

Chinese, English

Scientific Memberships

Information fusion branch in China Society of Aeronautics and Astronautics, Fellow
China Computer Society and Chinese Society of Artificial Intelligence, Fellow
Association for Computing Machinery(ACM), Member
IEEE Computer Science Chapter, Member

Interests

reading

Publication Highlights

Jin Xue-bo, Du Jing-jing, Bao Jia: Target Tracking of a Linear Time Invariant System Under Irregular Sampling. International Journal of Advanced Robotic Systems 11/2012; 9(11). DOI:10.5772/54471

Jin Xue-bo, Zheng Hai-jiang, Du Jing-jing, Wang Ya-ming: S-Retinex brightness adjustment for night-vision image. Procedia Engineering 12/2011; 15. DOI:10.1016/j.proeng.2011.08.483

Jin Xue-bo, Lian Xiao-feng, Su Ting-li, Shi Yan, Miao Bei-bei: Closed-Loop Estimation for Randomly Sampled Measurements in Target Tracking System. Mathematical Problems in Engineering 02/2014; 2014(2). DOI:10.1155/2014/315908

Books

Xue-bo Jin: Kalman filter theory and its application—based on Matlab. 08/2016; Science Press.

Book Chapters

Xue-bo Jin, You-xian Sun: Pei-Radman Fusion Estimation Algorithm for Multisensor System Applied in State Monitoring. Intelligent Control and Automation, 10/2006;

Journal Publications

Chun-xue Nie, Xue-bo Jin: The Interval Slope Method for Long-Term Forecasting of Stock Price Trends. Advances in Mathematical Physics 03/2016; 2016(6). DOI:10.1155/2016/8045656

Xue-Bo Jin, Chao Dou, Ting-li Su, Xiao-fen Lian, Yan Shi: Parallel Irregular Fusion Estimation Based on Nonlinear Filter for Indoor RFID Tracking System. International Journal of Distributed Sensor Networks 01/2016; 2016(8). DOI:10.1155/2016/1472930

Xue-bo Jin, Li-hong Cao: Parallel estimation of long data for indoor RFID tracking system. ICIC Express Letters 08/2014; 8(8).

Xue-bo Jin, Xiao-feng Lian, Ting-li Su, Yan Shi, Bei-bei Miao: Closed-Loop Estimation for Randomly Sampled Measurements in Target Tracking System. Mathematical Problems in Engineering 02/2014; 2014(2). DOI:10.1155/2014/315908

Li Wang, Zaiwen Liu, Xuebo Jin, Yan Shi: Electronics Life Prediction based on Multiple Performance Parameters ADT using Multidimensional Time Series Model. Journal of Computers 12/2013; 8(12). DOI:10.4304/jcp.8.12.3210-3215

Li Wang, Zaiwen Liu, Xuebo Jin, Yan Shi: Reliability Estimation Based on the Degradation Amount Distribution Using Composite Time Series Analysis and Grey Theory. Cybernetics and Information Technologies 09/2013; 13(3). DOI:10.2478/cait-2013-0021

Xue Bo Jin: UKF fusion estimation for indoor RFID tracking. 09/2013; 427-429. DOI:10.4028/www.scientific.net/AMM.427-429.582

Xue Bo Jin, Jiang Feng Wang, Hui Yan Zhang, Li Hong Cao: Variable Number of Multi-Sensor Fusion for Indoor RFID Tracking System. 08/2013; 385-386. DOI:10.4028/www.scientific.net/AMM.385-386.654

Xue Bo Jin, Jiang Feng Wang, Hui Yan Zhang, Li Hong Cao: ANFIS Model for Time Series Prediction. 08/2013; 385-386. DOI:10.4028/www.scientific.net/AMM.385-386.1411

Xue Bo Jin, Jing Jing Du, Jia Bao: Fast Tracking for Video Target Tracking. Applied Mechanics and Materials 02/2013; 303-306. DOI:10.4028/www.scientific.net/AMM.303-306.2245

Xue-bo JIN, Jing-jing DU, Jia BAO: Maneuvering target tracking by adaptive statistics model. The Journal of China Universities of Posts and Telecommunications 02/2013; 20(1). DOI:10.1016/S1005-8885(13)60016-3

Xue-bo JIN, Jing-jing DU, Jia BAO: Parameter estimation under color noise with the input. ICIC Express Letters 01/2013; 7(7).

Xue Bo Jin, Jing Jing Du, Jia Bao: Brightness and Color Transfer for Infrared Images in Vehicle Night Vision System. Applied Mechanics and Materials 12/2012; 263-266. DOI:10.4028/www.scientific.net/AMM.263-266.2477

Jin Xue-bo, Du Jing-jing, Bao Jia: Target Tracking of a Linear Time Invariant System Under Irregular Sampling. International Journal of Advanced Robotic Systems 11/2012; 9(11). DOI:10.5772/54471

Xue Bo Jin, Jing Jing Du, Jia Bao: Data-Driven Tracking Based on Kalman Filter. Applied Mechanics and Materials 11/2012; 226-228. DOI:10.4028/www.scientific.net/AMM.226-228.2476

Xuebo Jin, Jia Bao, Jingjing Du: Image Enhancement Based on Selective - Retinex Fusion Algorithm. 06/2012; 7(6). DOI:10.4304/jsw.7.6.1187-1194

Jin Xue-bo, Zheng Hai-jiang, Du Jing-jing, Wang Ya-ming: S-Retinex brightness adjustment for night-vision image. Procedia Engineering 12/2011; 15. DOI:10.1016/j.proeng.2011.08.483

Jin Xue-bo, Du Jing-jing, Y.-M. Wang: Distributed pseudo-measurement fusion estimation for multisensor system with correlated measurement noise. Journal of Harbin Institute of Technology (New Series) 12/2011; 18.

Patents

Xue-bo Jin: Method and system for determining position of unknown walking facility. Ref. No: 20140364225.5, Year: 07/2014

Xue-bo Jin: Method of fast tracking based on RFID and UKF for indoor target. Ref. No: 201310505003.6, Year: 10/2013

Xue-bo Jin: High precision tracking method suitable for non engine maneuvering target. Ref. No: 201310164782.8, Year: 05/2013

Xue-bo Jin: Enhancement method of color night vision image suitable for automobile auxiliary driving system. Ref. No: ZL201110196586.X, Year: 06/2011

Xue-bo Jin: A method for fusion of low-light-level image and infrared image. Ref. No: ZL201010164083.X, Year: 05/2010

Conference Proceedings

Bei-Bei Miao, Chao Dou, Xue-Bo Jin: Main Trend Extraction of the Storage Volume for Internet Data Center. 2016 International Symposium on Computer, Consumer and Control (IS3C); 07/2016

Xue-bo Jin, Chao Dou: Dynamic information extraction for the big data. 2016 12th World Congress on Intelligent Control and Automation (WCICA); 06/2016

Bei-Bei Miao, Xue-Bo Jin: Compressing sampling for time series big data. 34th Chinese Control Conference, CCC 2015, July 28, 2015 - July 30, 2015, Hangzhou, China; 07/2015

Miao Bei-bei, Jin Xue-bo: Compression processing estimation method for time series big data. 2015 27th Chinese Control and Decision Conference (CCDC); 05/2015

Xue-bo Jin, Yan Shi, Nie Chun-Xue: Tracking for indoor RFID system with UKF and EKF. 2015 International Conference on Estimation, Detection and Information Fusion (ICEDIF); 01/2015

Bei-Bei Miao, Xue-Bo Jin: Relation between Irregular Sampling and Estimated Covariance for Closed-Loop Tracking Method. 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014, August 24, 2014 - August 27, 2014, Dalian, China; 08/2014

Xue-bo Jin: Fusion Estimation Based on UKF for Indoor RFID Tracking. Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing; 08/2013

Xue-bo Jin, Hai-ran He, Ya-ming Wang, Meng-yang Yuan: No-Model Tracking by Data-Driven Method Using BP Networks. Applied Informatics and Communication - International Conference, ICAIC 2011, Xi'an, China, August 20-21, 2011, Proceedings, Part I; 08/2011

Xue-Bo Jin, You-Xian Sun: Application of multisensor state fusion in estimation of paper basis weight. Industrial Technology, 2005. ICIT 2005. IEEE International Conference on; 01/2006

Xue-Bo Jin, Yue-Song Lin, You-Xian Sun: Centralized and distributed robust state fusion estimation. Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on; 09/2005

Jin Xue-bo, Sun You-xian: Distributed uncorrelated optimal fusion algorithm for multisensor system. Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on; 07/2004

Xue-Bo Jin, You-Xian Sun: Covariance comparison of state-vector fusion and measurement fusion. Machine Learning and Cybernetics, 2003 International Conference on; 12/2003

Xue-Bo Jin, You-Xian Sun: Multisensor state fusion estimation with correlated measurement noise. Machine Learning and Cybernetics, 2003 International Conference on; 12/2003

Jin Xue-Bo, Sun You-Xian: Optimal centralized state fusion estimation for multi-sensor system with correlated measurement noise. Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on; 07/2003

Jin Xue-bo, Sun You-xian: Estimation covariance of measurement fusion on track-to-track problem. TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering; 11/2002

Xue-bo Jin, You-xian Sun: Optimal estimation for multisensor data fusion system with correlated measurement noise. Signal Processing, 2002 6th International Conference on; 09/2002

Jin Xue-bo, Sun You-xian: Optimal fusion estimation covariance of multisensor data fusion on tracking problem. Control Applications, 2002. Proceedings of the 2002 International Conference on; 02/2002