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一百余篇,其中SCI检索论文五十余篇,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

David Zhang, Guangming Lu*, Lei Zhang, Advanced Biometrics, Springer, ISBN: 978-3-319-61544-8, 335pp, 2017.

David Zhang, Guangming Lu, 3D Biometrics: Systems and Applications, Springer, ISBN: 978-1-4614-7399-2, 290pp, 2013.

Jinxing Li, Guangming Lu, Bob Zhang, Jane You, David Zhang, Shared Linear Encoder Based Multi-Kernel Gaussian Process Latent Variable Model for Visual Classification, IEEE Transactions on Cybernetics, 2018.9.20

Bingzhi Chen, Jinxing Li, Xiaobao Guo, Guangming Lu*, DualCheXNet: Dual Asymmetric Feature Learning for Thoracic Disease Classification in Chest X-rays, submitted to Biomedical Signal Processing and Control, accepted, 2019

Yao Lu, Guangming Lu*, Yuanrong Xu, Weighted Channel-Wise Decomposed Convolutional Neural Networks, Neural Processing Letters, 2019, https://doi.org/10.1007/s11063-019-10032-w.

Xu Liang, David Zhang, Guangming Lu, Zhenhua Guo, A Novel Multicamera System for High-Speed Touchless Palm Recognition, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, PP(99): 1-15.

Zhixing Jiang, David Zhang, Guangming Lu, A Robust Wrist Pulse Acquisition System Based on Multisensor Collaboration and Signal Quality Assessment, IEEE Transactions on Instrumentation & Measurement, 2019, PP(99): 1-10

Jinxing Li, Bob Zhang, Guangming Lu, David Zhang, Generative Multi-view and Multi-feature Learning for Classification, Information Fusion, 10.1016/j.inffus.2018.02.005, 2019.

Lunke Fei, Guangming Lu, Wei Jia, Shaohua Teng, David Zhang, Feature Extraction and Matching of Palmprint Image: A Survey, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49(2), 346-363, 2019.

Yuanrong Xu, Guangming Lu*, Yao Lu, Feng Liu, David Zhang, Fingerprint Pore Matching Using Local Features and Spatial Relations, IEEE Transactions on Circuits and Systems for Video Technology, 2018, doi: 10.1109/TCSVT.2018.2875417.

Lunke Fei, Guangming Lu, Complete Binary Representation for 3D Palmprint Recognition, IEEE Transactions on Instrumentation & Measurement, 2018, (99):1-11, DOI: 10.1109/TIM.2018.2830858.

Kebin Wu, David Zhang, Guangming Lu, Zhenhua Guo, Learning Acoustic Features to Detect Parkinson's Disease, Neurocomputing, 2018, 318: 102-108.

Kebin Wu, David Zhang, Guangming Lu, Zhenhua Guo, Influence of Sampling Rate on Voice Analysis for the Detection of Parkinson's Disease, Journal of the Acoustical Society of America, 2018: 1416-1423

Kebin Wu, David Zhang, Guangming Lu, Zhenhua Guo, Joint Learning for Voice Based Disease Detection, Pattern Recognition, 2018, DOI: 10.1016/j.patcog.2018.09.013.

Ai Sun, Yingjian Li, Yueh-Min Huang, Qiong Li, Guangming Lu, Facial Expression Recognition Using Optimized Active Regions, Human-centric Computing and Information Sciences, 2018.9.28.

Jinxing Li, Bob Zhang, Guangming Lu, David Zhang, Body Surface Feature-based Multi-modal Learning for Diabetes Mellitus Detection, Information Sciences, 2019, 472: 1-14.

Jinxing Li, Bob Zhang, Guangming Lu, David Zhang, Visual Classification with Multi-Kernel Shared Gaussian Process Latent Variable Model, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2018.2831457, 2018: 1-14.

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, https://doi.org/10.1016/j.cmpb.2018.04.019, 2018.

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, 11 (11), 1034-1040.

Kebin Wu, David Zhang, Guangming Lu, GMAT: Glottal closure instants detection based on the Multiresolution Absolute TKEO, Digital Signal Processing, 2017, 69: 286-299.

Bob Zhang, Xihua Xiao, Guangming Lu, Facial Beauty Analysis Based on Features Prediction and Beautification Models, Pattern Analysis and Applications, 2017: 1-14. 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, 2017, 21(4): 978-985.

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.

Kebin Wu, David Zhang, Guangming Lu, iPEEH: Improving Pitch Estimation by Enhancing Harmonics, Expert Systems With Applications, 2016, 64: 317-329.

Yahui Liu, Bob Zhang, Guangming Lu, David Zhang, Online 3D Ear Recognition by Combing Global and Local Features, PLOS ONE, 2016: 1-19

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.

Xiaofeng Qu, David Zhang, Guangming Lu, Zhenhua Guo, Door Knob Hand Recognition System, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016.03: 47 (11), 2870-2881

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

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

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.

Yahui Liu, Guangming Lu, David Zhang, An Effective 3D Ear Acquisition System, PLOS ONE, 2015.06: 1-14, DOI:10.1371/journal.pone.0129439.

David ng, 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.

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.

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.

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.

Wei Li, David Zhang, Guangming Lu, Nan Luo, A Novel 3D Palmprint Acquisition System, Bulletin of Advanced Technology Research, 2012, 6(2): 2-10.

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.

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.

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.

Wei Li, David Zhang, Lei Zhang, Guangming Lu, and Jingqi Yan, Three Dimensional Palmprint Recognition with Joint Line and Orientation Features, Bulletin of Advanced Technology Research, 2011, 5(11): 62-68.

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.

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.

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.

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.

Adams Kong, David Zhang and Guangming Lu, A study of identical twins' palmprints for personal verification, Pattern Recognition, 2006, 39(11): 2149-2156.

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.

Guangming Lu, David Zhang, Kuanquan Wang. Palmprint Recognition Using Eigenpalms Features. Pattern Recognition Letters. 2003, 24(9): 1463-1467.

会议论文及发表演说

Yao Lu, Guangming Lu*, Yuanrong Xu, Bob Zhang, Super Sparse Convolutional Neural Networks, AAAI-#2071, 2019, accepted (CCF A)

Xiaobao Guo, Guangming Lu*, Jinxing Li, MASK-MOST NET: MASK APPROXIMATION BASED MULTI-ORIENTED SCENE TEXT DETECTION NETWORK, ICME 2019, #1065, accepted (CCF B)

Yao Lu, Guangming Lu*, Yuanrong Xu, Bob Zhang, AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks, IJCAI, 2018 (#1389): 2511-2517 (CCF A)

Jinxing Li, Bob Zhang, Guangming Lu, David Zhang, Shared Linear Encoder-based Gaussian Process Latent Variable Model for Visual Classification, ACM MM 2018, 2018 (#72): DOI: 10.1145/3240508.3240520 (CCF A)

任教和任导师经历

哈工大(深圳)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:2019-05-16 10:54:27