教师名录
卢光明
通讯地址:深圳市南山区西丽深圳大学城哈工大校区G624房间
电子邮件:luguangm@hit.edu.cn
联系电话:+86-755-26032275

个人简介

卢光明,教授,博士生导师,哈工大深圳研究生院计算机学院副院长。2005年3月获哈尔滨工业大学计算机应用专业博士学位,2005年7月-2007年7月在清华大学信息与通讯工程博士后流动站从事博士后研究工作,2007年7月起任职于哈工大深圳研究生院,被评为副教授,2013年晋升为教授、博士生导师。2001年至2013年间,曾先后10次受邀前往香港理工大学进行访问研究。2009年被评为深圳市地方级高层次专业人才。近年来一直从事中医诊断信息化、生物特征识别、人体生物信息获取传感器、多生物特征融合技术、以及图像处理和模式识别基础理论等方面的研究。共主持或参加国家自然科学基金项目、863重点项目、粤港合作项目、深圳市科技创新项目、企业技术攻关项目等二十多项。获得包括黑龙江省自然科学一等奖、黑龙江省教育厅自然科学一等奖、香港政府颁发的最佳工业设计奖在内的多个奖项,申请国内外专利20余项,其中12项已获授权。在国内外期刊和学术会议上发表论文八十余篇,其中SCI检索论文三十余篇,出版国际学术专著2部。

研究方向

图像处理,模式识别,生物特征识别技术,视频分析、医学信号处理

博士生招收:2名/年
博士后招收:1-2名

教育经历

2000-2005  获工学博士学位(计算机应用),哈尔滨工业大学
1998-2000  获工学硕士学位(控制理论与控制工程),哈尔滨工业大学
1994-1998  获工学学士学位(工业自动化),哈尔滨工业大学

研究与工作经历

2013-  教授,博士生导师,哈工大深圳研究生院计算机科学与技术学院
2007-2013  副教授,哈工大深圳研究生院计算机科学与技术学院
2005-2007  博士后,清华大学
2002-2004  访问学者,香港理工大学
2003-2007  讲师,哈尔滨工业大学计算机科学与技术学院

专业资质与学术兼职

2008-  会员,IEEE,美国
2009-  会员,计算机学会,中国
2011-  委员,中国中西医结合学会诊断专业委员,中国
2008-  评审专家,国家自然科学基金/广东省/深圳市
2005-  审稿人,IEEE T-IP, IEEE T-SMC, IEEE T-BCS, IEEE T-IM等

科研项目

2016-2019  深圳市医学生物特征感知与分析技术工程实验室,深圳市发改委(深发改[2016]889号)
2013-2016  结合汗孔和细节点的高分辨率指纹匹配算法研究,国家自然科学基金面上项目(项目编号:61271344)
2016-2017  基于呼吸气体分析的糖尿病无创检测技术与方法研究,深圳市科技创新委(项目编号:JCYJ20150403161923528)
2011-2014  生物特征识别中的新方法及其应用, 国家自然科学基金重大国际(地区)合作项目(项目编号:61020106004)
2014-2016  新型脉象仪设计及脉象信号分析模型研究,深圳市科技创新委(项目编号:JCYJ20140508160910917)
2009-2011  基于人体口腔气味检测与分析的中医诊断技术研究,国家自然科学基金项目(编号:60803090)
2008-2010  自动掌纹识别技术与系统开发(项目编号:SG200810100003A),深港创新圈专项资助计划
2005-2008  哈工大-香港理大生物识别联合实验室

科研成果及奖励

2011  黑龙江省自然科学一等奖
2010  黑龙江省教育厅自然科学奖一等奖
2009  香港工业奖

发明专利

1.一种集成便携式标准化中医舌象获取设备,专利号:ZL 201010534059.0,发明人:张大鹏,王兴政,卢光明,授权日期:2012年
2.在线掌纹、手掌静脉图像身份识别方法及其专用采集仪,专利号:ZL 200710144914.5,发明人:张大鹏,卢光明,郭振华,授权日期:2011 年5月25日
3.基于手掌静脉与掌纹的近红外成像设备与身份识别方法,专利号:ZL 200710144916.4,发明人:张大鹏,卢光明,郭振华,授权日期:2010 年10月13日
4.一种多光谱掌纹身份认证方法及其专用采集仪,专利号:ZL 200710144917.9,发明人:张大鹏,卢光明,郭振华,授权日期:2010 年9月15日
5.Method of Palm Print Identification,美国专利号:7496214,发明人:张大鹏,卢光明等, 2009年2月24日
6.Method and apparatus for palmprint identification,日本专利号:4246154,发明人:张大鹏,卢光明等,2009年1月16日
7.掌纹识别方法和设备,专利号:ZL 03822593.X,发明人:张大鹏,王宽全,卢光明,2008年4月9日
8.在线掌纹图像采集仪,专利号:ZL 02273776.6,发明人:张大鹏,王宽全,卢光明,2003年6月
9.陈亮,卢光明。一种新型的内河船舶吃水自动监测系统,实用新型专利号:CN204096061U,2015.1.14

论文及著作

1.David Zhang, Guangming Lu, Lei Zhang, Advanced Biometrics, Springer, ISBN: 978-3-319-61544-8, 335pp, 2017
2.David Zhang, Guangming Lu, 3D Biometrics: Systems and Applications, Springer, ISBN: 978-1-4614-7399-2, 290pp, 2013
3.Guangming Lu, Hand Database and Evaluation, in Book: Encyclopedia of Biometrics, Springer, ISBN 978-0-387-73002-8, 1000pp, 2009.8.26
4.Guangming Lu, David Zhang, W.K. Kong, Qingmin Liao. Palmprint Identification by Fused Wavelet Characteristics. In Book: “Image Pattern Recognition: Synthesis and Analysis in Biometrics”. World Scientific publishers, 452pp, 2007
5.Guangming Lu, David Zhang. Smart card application based on palmprint identification. In Book: Biometric Solutions for Authentication in an e-World. Chapter 10: Kluwer Academic Publishers, USA, 2002: 243-262
6.Guangming Lu, David Zhang, W.K. Kong, and Michael Wong. Palmprint Authentication System. In Book: Hand Book of Biometrics, Springer, 556pp, 2007: 171-188
7.Guangming Lu, David Zhang, Kuanquan Wang. Palmprint Recognition Using Eigenpalms Features. Pattern Recognition Letters. 2003, 24(9): 1463-1467. (SCI, EI: 2003097382949)
8.Guangming Lu*, Yuanrong Xu, A Fast Pores Matching Method Based on Deterministic Annealing Algorithm, IET Image Processing, DOI: 10.1049/iet-ipr.2017.0138, 2017
9.Zhixing Jiang, David Zhang, Guangming Lu*, Conflict of interest-Radial Artery Pulse Waveform Analysis based on Curve Fitting using Discrete Fourier Series, Computer Methods and Programs in Biomedicine, accepted, 2017
10.Kebin Wu, David Zhang, Guangming Lu, GMAT: Glottal closure instants detection based on the Multiresolution Absolute TKEO, Digital Signal Processing, accepted, 2017
11.Kebin Wu, David Zhang, Guangming Lu, iPEEH: Improving Pitch Estimation by Enhancing Harmonics, Expert Systems With Applications, 2016, 64: 317-329. (2区, IF: 2.981)
12.Dimin Wang, David Zhang, Guangming Lu, Generalized Feature Extraction for Wrist Pulse Analysis: from 1-D Time Series to 2-D Matrix, IEEE Journal of Biomedical and Health Informatics, 2016, 99: 1-7
13.Yahui Liu, Bob Zhang, Guangming Lu, David Zhang, Online 3D Ear Recognition by Combing Global and Local Features, PLOS ONE, 2016: 1-19
14.Xiaofeng Qu, David Zhang, Guangming Lu, A Novel Line-Scan Palmprint Acquisition System, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016.01, 46(11): 1481-1491. (3区, IF: 1.699)
15.Xiaofeng Qu, David Zhang, Guangming Lu, Zhenhua Guo, Door Knob Hand Recognition System, IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2016.2531675, 2016.03 (3区, IF: 1.699)
16.Yong Xu, Zheng Zhang, Guangming Lu, Jian Yang, Approximately Symmetrical Face Images for Image Preprocessing in Face Recognition and Sparse Representation based Classification, Pattern Recognition, 2016.06, 54: 68-82 (2区, IF: 3.096)
17.Dimin Wang, D. Zhang, Guangming Lu, A robust signal preprocessing framework for wrist pulse analysis, Biomedical Signal Processing and Control, 2016.01, 23: 62-75 (3区, IF: 1.521)
18.Yahui Liu, Guangming Lu, David Zhang, An Effective 3D Ear Acquisition System, PLOS ONE, 2015.06: 1-14, DOI:10.1371/journal.pone.0129439. (3区, IF: 3.234)
19.Zuofeng Zhong, Bob Zhang, Guangming Lu, Yong Zhao, Yong Xu,An Adaptive Background Modeling Method for Foreground Segmentation, IEEE Transactions on Intelligent Transportation Systems. doi:10.1109/TITS.2016.2597441, 2017, 18(5): 1109-1121 (1区,IF: 2.534)
20.Bob Zhang, Xihua Xiao, Guangming Lu, Facial Beauty Analysis Based on Features Prediction and Beautification Models, Pattern Analysis and Applications, 2017: 1-14
21.Dimin Wang, David Zhang, and Guangming Lu, An Optimal Pulse System Design by Multi-channel Sensors Fusion, IEEE Journal of Biomedical and Health Informatics, 2016.03, 99: 1-9. (2区, IF: 2.093)
22.David Zhang, Dimin Wang, and Guangming Lu, A Novel Multi-channel Wrist Pulse System with Different Sensor Arrays, IEEE Transactions on Instrumentation & Measurement, 2015.06, 64(7): 2020-2034. (3区, IF: 1.790)
23.Ke Yan, David Zhang, Darong Wu, Hua Wei, Guangming Lu, Design of a Breath Analysis System for Diabetes Screening and Blood Glucose Level Prediction, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2014, 61(11): 2787-2795. (2区, IF: 2.347)
24.David Zhang, Guangming Lu, W.K. Kong, and Michael Wong. Online Palmprint Authentication System for Civil Applications. Journal of Computer Science and Technology. 2005, 20(1): 70-76. (SCI, EI: 2005219114438)
25.David Zhang, Guangming Lu, Wei Li, Lei Zhang, and Nan Luo, “Palmprint Recognition using 3D Information,” IEEE Trans. System, Man and Cybernetics, Part C, 2009, 39(5): 505-519. (SCI, EI)
26.David Zhang, Zhenhuaguo Guo, Guangming Lu, Lei Zhang, and Wangmeng Zuo, An Online System of Multi-spectral Palmprint Verification, IEEE Transactions on Instrumentation & Measurement. 2010, 59(2): 480-490. (SCI, EI)
27.Dongmin Guo, David Zhang, Lei Zhang, Guangming Lu, Non-invasive blood glucose monitoring for diabetics by means of breath signal analysis, Sensors and Actuators B: Chemical, 2012, 173: 106-113. (SCI, EI)
28.Wei Li, David Zhang, Lei Zhang, Guangming Lu, and Jingqi Yan, 3-D Palmprint Recognition With Joint Line and Orientation Features, IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS—PART C: Applications and Reviews, 2011, 41(2): 274-279. (SCI, EI)
29.Li Wei, Zhang David, Lu Guangming, Luo Nan. A Novel 3-D Palmprint Acquisition System. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans. 2011, 99: 1-10. (SCI, EI)
30.David Zhang, Zhenhua Guo, Guangming Lu, Lei Zhang, Yahui Liu, and Wangmeng Zuo, Online Joint Palmprint and Palmvein Verification, Expert Systems with Applications, 2011, 38( 3): 2621-2631. (SCI, EI)
31.Adams Kong, David Zhang and Guangming Lu, A study of identical twins' palmprints for personal verification, Pattern Recognition, 2006, 39(11): 2149-2156. (SCI: 079DU, EI: 063210057227). (SCI, EI)
32.F. Liu, D. Zhang, C. Song, and Guangming Lu, Touchless Multi-view Fingerprint Acquisition and Mosaicking, IEEE Trans. on Instrumentation and Measurement, 2013, 62(9): 2492-2502. (SCI, EI)
33.David Zhang, Feng Liu, Qijun Zhao, Guangming Lu, and Nan Luo, Selecting a Reference High Resolution for Fingerprint Recognition Using Minutiae and Pores, IEEE Transactions on Instrumentation and Measurement, 2011, 60(3): 863-871. (SCI, EI)
34.Zhenhua Guo, David Zhang, Lei Zhang, Wangmeng Zuo, Guangming Lu, Empirical study of light source selection for palmprint recognition, Pattern Recognition Letters, 2011, 32(2): 120-126. (SCI, EI)

会议论文及发表演说

1. Yujing Ning, Guangming Lu , Ke Yan, Xia Zhang, Standardization of gas sensors in a breath analysis system, CCBR 2014, 2014: 434-441.
2. Dimin Wang, Guangming Lu, Period Segmentation for Wrist Pulse Signal Based on Adaptive Cascade Thresholding and Machine Learning, International Conference on Medical Biometrics, 2014: 63-67.
3. Guangming Lu, Zhixing Jiang, Liying Ye, Yaotian Huang, Pulse Feature Extraction based on Improved Gaussian Model, International Conference on Medical Biometrics, 2014: 90-94.
4. Yingce Zhao, Guangming Lu, Xiaotang Guo, Yazhuo Wang, Vessel freeboard calculation method based on laser scanning, the First Euro-China Conference on Intelligent Data Analysis and Applications, 2014: 293-300.
5. Guangming Lu, Jiandong Zhang, Feiyan Shan, A Novel Template Protection Method Based on Palmprint Feature, ICIAR 2013, Lecture Note on Computer Science, 2013: 80-88.
6. Yahui Liu, Guangming Lu, A 3D Ear Acquisition System Design by Using Triangulation Imaging Principle, ICIAR 2013, Lecture Note on Computer Science, 2013: 373-379.
7. Zhenhua Guo, Guangming Lu, Palmprint Recognition Using Gabor Magnitude Code, ICMLC 2010, 2010: 796-801.
8. Haifen Chen, Guangming Lu, Dongmin Guo, David Zhang. An Effective Feature Extraction Method Used in Breath Analysis, International Conference on Medical Biometrics, 2010, 2010: 33-41.
9. Bo Shen, Guangming Lu, Wrist Pulse Diagnosis Using LDA, International Conference on Medical Biometrics 2010, 2010: 325-333.
10. Yahui Liu, Bo Peng, Guangming Lu, Unsupervised Image Segmentation via L1-Norm Minimization Learning, ICCATE 2011, 277-280.
11. Wei Li, Lei Zhang, David Zhang, Guangming Lu and Jingqi Yan, Efficient Joint 2D and 3D Palmprint Matching with Alignment Refinement, 2010 IEEE Conference on Computer Vision and Pattern Recognition, 2010: 795-801.
12. Chao Huang, Guangming Lu, Yahui Liu, Coordinate direction normalization using point cloud projection density for 3D ear, 2009 International Conference on Computer Sciences and Convergence Information Technology (ICCIT2009), 2009: 511-515.
13. Haifen Chen, Guangming Lu, Rui Wang, A New Palm Vein Matching Method Based on ICP Algorithm, 2009 International Conference on Computer Sciences and Convergence Information Technology (ICCIT2009), 2009: 1207-1211.
14. David Zhang, Guangming Lu, Wei Li, Lei Zhang, Nan Luo, Three Dimensional Palmprint Recognition using Structured Light Imaging, 2nd IEEE International Conference on Biometrics: Theory, Applications and Systems, 2008: 92-97.
15. David Zhang, Guangming Lu, Wei Li, and Nan Luo, Person authentication using 3D palmprints, SPIE Newsroom, 2008, 10.1117/2.1200806.1180.
16. Yong Xu, Guangming Lu, Analysis on Fisher discriminant criterion and linear separability of feature space, Proceedings of the 2006 International conference on computational intelligence and security, China, 2006: 1671-1676.
17. David Zhang, Guangming Lu, W.K. Kong, and Michael Wong. A Novel Personal Authentication System Using Palmprint Technology. First International Conference on Pattern Recognition and Machine Intelligence (PReMI’05). Lecture Notes in Computer Science, Springer-Verlag Heidelberg. 2005: 147-156.
18. David Zhang, Guangming Lu, W.K. Kong and Michael Wong. Palmprint Authentication Technologies, Systems and Applications. Advances in Biometric Person Authentication: The 5th Chinese Conference on Biometric Recognition. Lecture Notes in Computer Science, Springer-Verlag Heidelberg. Sun Yat-Sen University, Guangzhou, China, 2004: 78-89.
19. Guangming Lu, Kuanquan Wang. Wavelet Based Independent Component Analysis for Palmprint Identification. Proceedings of the Third International Conference on Machine Learning and Cybernetics. Shanghai, China, 2004: 3547-3550.
20. Guangming Lu, David Zhang, W.K. Kong, Kuanquan Wang. Palmprint Identification by Fused Wavelet Characteristics. Proceedings of International Workshop on Biometric Technologies. Calgary, Alberta, Canada, 2004: 164-170.
21. David Zhang, Guangming Lu, W.K. Kong, and Michael Wong. Palmprint Authentication System for Civil Applications. Biometric Authentication: ECCV 2004 International Workshop, BioAW 2004, Proceedings. Lecture Notes in Computer Science, Springer-Verlag Heidelberg. 2004: 217-228.
22. Guangming Lu, Kuanquan Wang, David Zhang. Wavelet Based Feature Extraction for Palmprint Identification. Proceedings of SPIE - The International Society for Optical Engineering. Heifei, China, 2002: 780-784.
23. David Zhang, Guangming Lu, W.K. Kong and Michael Wong. Palmprint identification system. International Workshop on Biometric Technologies. University of Calgary, Canada, 2004.

任教和任导师经历

哈工大深圳研究生院计算机科学与技术学院  教学:
数字图像处理
汇编语言程序设计

学生培养:
2007-2017,招收硕士研究生近60名,已毕业50余名,多名学生获优秀毕业生/优秀毕业论文称号。
另指导非全日制工程硕士5名。
最后更新:2017-10-20 16:13:31