LU Guangming
Address:
HITSGS Campus, Shenzhen University Town, Xili, Shenzhen, China (518055)
Email:
luguangm@hit.edu.cn
Phone:
+86-755-26032275
+86-755-26032275(Fax)
PERSONAL PROFILE
 
Guangming Lu graduated from the Harbin Institute of Technology (HIT, China) in electrical engineering in 1998, where he also obtained his master degree in control theory and control engineering in 2000. Then he joined the Department of Computer Science and Engineering of HIT and got the PH.D degree in 2005. He worked as teacher assistant and lecturer in 2001, and 2003, respectively, in the Biocomputing Research Laboratory, HIT. He worked as a postdoctor in Tsinghua University from 2005 to 2007. Currently, he is a Professor in Biocomputing Research Lab, Shenzhen Graduate School, Harbin Institute of Technology. He has been invited to visit Hong Kong Polytechnic University 10 times since 2001. His research interests include pattern recognition, image processing, and automated biometrics technologies and applications.
RESEARCH INTEREST
 
2013-||Professor, School of Computer and Technology, Shenzhen Graduate School, Harbin Institute of Technology ##2007-2013||Associate Professor, School of Computer and Technology, Shenzhen Graduate School, Harbin Institute of Technology ##2005-2007||Postdoctor, Tsinghua University##2003-2005||Lecturer, School of Computer and Technology, Harbin Institute of Technology##2002-2004||Research Assistant, The Hong Kong Polytechnic University
EDUCATION  
2000-2005
D.E. in computer science and Technology, Harbin Institute of Technology, China.
1998-2000
M.E.Sc. in control theory and control engineering, Harbin Institute of Technology, China.
1994-1998
B.E. in automation of industry, Harbin Institute of Technology, China.
RESEARCH & WORK EXPERIENCE  
2013-
Professor, School of Computer and Technology, Shenzhen Graduate School, Harbin Institute of Technology
2007-2013
Associate Professor, School of Computer and Technology, Shenzhen Graduate School, Harbin Institute of Technology
2005-2007
Postdoctor, Tsinghua University
2003-2005
Lecturer, School of Computer and Technology, Harbin Institute of Technology
2002-2004
Research Assistant, The Hong Kong Polytechnic University
PROFESSIONAL QUALIFICATION & ACADEMIC SERVICE
 
2008-
Member, IEEE, USA
2009-
Member, China Computer Federation, China
2011-
Committee Member, Chinese Association of the Integration of Traditional and Western Medicine, China
2008-
Expert, NSFC/Guangdong Province/ Shenzhen City
2005-
Reviewer, IEEE T-IP, IEEE T-SMC, IEEE T-BCS, IEEE T-IM etc.
RESEARCH PROJECTS
2013-2016
NSFC Project: High resolution fingerprint matching algorithms research by combining sweat pore and minutiae features (61271344)
2011-2014
NSFC Oversea Key Project: New methods and applications in biometrics (61020106004)
2009-2011
NSFC Project: The research of Chinese medcine diagnosis technologies based on oral cavity odor detection and analysis (60803090)
2011-2013
Research Program of Shenzhen: The research of pulse signal detection and analysis technologies (JC201005260184A)
2008-2010
Shenzhen-HK innovation project: The development of automatic palmprint identification technology and system (SG200810100003A)
2007-2010
International Cooperation Project: HIT-PolyU Biometric Research Lab
2010-2010
Engineering project: The development of Codec Engine in Davinci embedded platform
2008-2009
Subproject of NSFC Key Project: The objectify research of Chinese medicine based on the fusion of tongue and pulse
2007-2009
Subproject of 863: Palmprint recognition and feature fusion in self-helped custom system
2008-2009
HIT Innovation Fund: The research of Chinese medcine diagnosis technologies based on oral cavity odor detection and analysis
2006-2007
First Class Post-doctor Project: Multi model biometric technologies based on dynamic fusion (20060390069)
2005-2006
HIT Fund: The research on palmprint identification technology and system
RESEARCH ACHIEVEMENT & AWARDS
2011
First Class Natural Science Award of Heilongjiang Province
2010
First Class Natural Science Award of Education Department, Heilongjiang Province
2009
Hong Kong Industry Award
PATENT
   
1.One integrated portable standard tongue acquisition device, Number: ZL 201010534059.0, Inventor: Zhang Dapeng, Wang Xingzhen, Lu Guangming, Date of Authorizing: 2012
2.Online palmprint and palm vein recognition methods and apparatus, Number: ZL 200710144914.5, Inventor:Zhang Dapeng, Lu Guangming, Guo Zhenhua, Date of Authorizing: May 25th 2011
3.Near infrared imaging device and identity identification method based on palm vein and palmprint, Number: ZL 200710144916.4, Inventor:Zhang Dapeng, Lu Guangming, Guo Zhenhua, Date of Authorizing: Oct. 13th, 2010
4.A multi-spectrum palmprint authentication method and acquisition apparatus, Number: ZL 200710144917.9, Inventor:Zhang Dapeng, Lu Guangming, Guo Zhenhua, Date of Authorizing: Sep. 15th 2010
5.Method of Palm Print Identification, USA patent umber: 7496214, Inventor:Zhang Dapeng, Lu Guangming etc. Feb. 24th 2009
6.Method and apparatus for palmprint identification, Japanese Patent Number: 4246154, Inventor: Zhang Dapeng, Lu Guangming etc., Jan. 16th 2009
7.Palmprint recognition methods and apparatus, Number: ZL 03822593.X, Inventor: Zhang Dapeng, Wang Kuanquan, Lu Guangming, April, 9th 2008
8.Online palmprint image capture device, Number: ZL 02273776.6, Inventor:Zhang Dapeng, Wang Kuanquan, Lu Guangming, June, 2003
PAPER & BOOK PUBLICATIONS
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)
CONFERENCE PAPERS/TALKS
 
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.
TEACHING/SUPERVISING EXPERIENCE
Updated:2019-01