基本信息
王强，1975年生于沈阳，1998年哈尔滨工业大学控制科学与工程系获得学士学位。分别于2000年、2004年在哈尔滨工业大学导航、制导与控制专业获得硕士学位、博士学位。博士毕业论文评为哈尔滨工业大学第八届优秀博士学位论文。2004年破格晋职副教授。2007年评为哈工大控制科学与工程系博士生导师。2008年破格晋职教授。IEEE仪器与测量协会会员（2006～）。
参编英文专著一部《Image Fusion: Algorithms and Applications》（Elsevier，2008），撰写专著一部《相关性度量及其在图像处理中的应用》（哈尔滨工业大学出版社，2013），发表学术论文百余篇，其中SCI收录40余篇。
先后主持国家自然科学基金项目2项，以及高等学校博士学科点专项科研基金、总装备部装备预研基金、航天支撑技术基金等纵向基金项目10余项。完成军口横向科研项目5项，民口科研项目10余项，国际合作研究项目2项。
2009 年 7 月-2010 年 7 月，受国家留学基金委全额资助，赴美国约翰霍普金斯大学（Johns Hopkins University）计算机系进行学术访问，与 Andreas Terzis 教授和美国微软研究院(Microsoft Research)Jie Liu高级研究员合作从事无线传感器网络方面的研究。
主要研究领域为数据融合、传感器网络、图像处理、机器学习、嵌入式系统及应用等。
工作经历
1994.9-1998.8
哈尔滨工业大学控制科学与工程系
本科
1998.9-2000.8
哈尔滨工业大学控制科学与工程系
硕士
2000.8-2004.12
哈尔滨工业大学控制科学与工程系
博士
2003.3-2004.7
哈尔滨工业大学控制科学与工程系
讲师
2004.8-2008.7
哈尔滨工业大学控制科学与工程系
副教授
2008.7-至今
哈尔滨工业大学控制科学与工程系
教授
2009.7-2010.7
美国Johns Hopkins University计算机系
访问教授
主要任职
控制科学与工程系 副主任
Resume
Dr. Qiang Wang
Professor
Dept. of Control Science and Engineering, Harbin Institute of Technology, P.R. China
Contact Details
Phone: +86 (0)451 8641 3411- 8602
Mobile: +**278
Fax : +86 (0)451 8641 8378
Email : wangqiang@hit.edu.cn
Address: 92 Xidazhi Street, 327 MB, Zhulou Bldg, RM 602, Harbin, China, 150001
Summary
Qiang Wang was born in Shenyang, P. R. China on Jan. 21st, 1975. He received Ph. D. degree in Control Science and Engineering from Harbin Institute of Technology (HIT) in December 2004. He is currently a professor in the Department of Control Science and Engineering of Harbin Institute of Technology. His current research interests include data fusion, wireless sensor networks, image processing, and embedded system.
Education
Harbin Institute of Technology. Control Science and Engineering, Ph. D. 2004.Harbin Institute of Technology. Control Science and Engineering, M. S. 2000.Harbin Institute of Technology. Control Science and Engineering, B. A. 1998.
Professional Experience
Harbin Institute of Technology, Heilongjiang, P. R. China.
Professor, Department of Control Science and Engineering, 2008-Present,Ph. D. supervisor, Department of Control Science and Engineering, 2007-Present,Associate professor, Department of Control Science and Engineering, 2004-2007,Lecture, Department of Control Science and Engineering, 2002-2004,Johns Hopkins University, Maryland, USA.
Visiting Professor: Department of Computer Science, 2009-2010,
Funds
2012-2015. National Natural Science Foundation of China,“Deterministic measurement matrix based compressive wireless sensing networks”,
Project No. **.
2010-2012. Specialized Research Fund for the Doctoral Program of Higher Education.“Space-based hyperspectral detection and recognition methods of space debris”,
Project No. **033.
2007-2009. National Natural Science Foundation of China,“Research on Data Fusion Theory and Algorithms of Distributed Sensor Networks Based on Mobile Agent Technology”,
Project No. **.
2003-2005. Scientific Research Foundation of Harbin Institute of Technology,“Research on the quantification of multivariate nonlinear correlation”,
Project No. HIT.2002.11.
出版物
1. 王强,金晶,沈毅.相关性度量及其在图像处理中的应用,哈尔滨工业大学出版社（十二五国家重点图书）,2013
当当网链接：http://product.dangdang.com/**.html
书中部分程序代码：
相关性算法的matlab程序：/sites/default/files/wangqiang/correlation_2008.rar
冗余性测试的Matlab程序：/sites/default/files/wangqiang/redundancy.rar
相关信息熵测试的Matlab程序：/sites/default/files/wangqiang/cie_theory.zip
2. Qiang Wang, Yi Shen, Jing Jin. Image Fusion: Algorithms and Applications (Chapter 19: Performance evaluation of image fusion techniques) , Elsevier,2008
当当网链接：http://product.dangdang.com/**.html
3.译著.图像融合：算法与应用,国防工业出版社. 注：为专著2的中译本,2015
当当网链接：
4 .译著.小型无人机理论与应用,国防工业出版社. 2017
当当网链接：http://product.dangdang.com/**.html
期刊论文（Journal publications）
2017年度：
Dan Li, Qiang Wang* and Yi Shen. Geometric structure based Intelligent collaborative compressive sensing for image reconstruction by L0 minimization, Neurocomputing, 2017. (SCI, IF 3.317 JCR: Q1) Zhaojun Wu, Qiang Wang*, Jing Jin and Yi Shen. Structure tensor total variation-regularized weighted nuclear norm minimization for hyperspectral image mixed denoising. Signal Processing, (131), 2017, pp. 202-219. (SCI, IF 3.110 JCR: Q1) 他引=1Qiang Wang*, Dan Li, and Yi Shen. Intelligent nonconvex compressive sensing using prior information for image reconstruction by sparse representation, Neurocomputing, (224), 2017, pp. 71-81. (SCI, IF 3.317 JCR: Q1) Cuicui Lv, Qiang Wang, Wenjie Yan, Yi Shen. Diffusion Wavelet Basis Algorithm for Sparse Representation of Sensory Datain WSNs, Signal Processing, 2017, 140: 12-31. (SCI IF=3.11 JCR: Q1)
2016年度：
Dan Li, Qiang Wang* and Yi Shen. Intelligent greedy pursuit model for sparse reconstruction based on L0 minimization. Signal Processing, (122), 2016, pp. 138-151. (SCI, IF 3.110 JCR: Q1) Dan Li, Qiang Wang* and Yi Shen. Multi-variable intelligent matching pursuit algorithm using prior knowledge for image reconstruction by L0 minimization, Neurocomputing, (207), 2016, pp. 548-559. (SCI, IF 3.317 JCR: Q1) Dan Li, Qiang Wang* and Yi Shen, Predicted multi-variable intelligent matching pursuit algorithm for image sequences reconstruction based L0 minimization, Journal of Visual Communication and Image Representation, (38), 2016, pp. 316-327. (SCI, IF 2.164 JCR: Q2) Cuicui Lv, Qiang Wang, Wenjie Yan, Yi Shen. Energy-balanced compressive data gathering in Wireless Sensor Networks,JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, FEB 2016, 61:102-114(SCI，3.500 JCR:Q1). Rongqiang Zhao, Qiang Wang, Yi Shen, Jia Li. Multiatoms tensor orthogonal matching pursuit algorithm for compressive sensing-based hyperspectral image reconstruction [J]" Journal of Applied. Remote Sensing, 2016, 10(4), 045002. (SCI IF：1.107)Rongqiang Zhao, Qiang Wang, Yi Shen, Jia Li. Multidimensional dictionary learning algorithm for compressive sensing-based hyperspectral imaging [J]. Journal of Electronic Imaging, 2016; 25(6):063013. (SCI) IF：0.754 JCR: Q3Zhaojun Wu, Qiang Wang, Zhenhua Wu, Yi Shen.Total variation-regularized weighted nuclear norm minimization for hyperspectral image mixed denoising. Journal of Electronic Imaging, 2016, 25(1). (SCI). IF：0.754 JCR: Q4
2015年度：
Rongqiang Zhao, Qiang Wang, Yi Shen. Kronecker compressive sensing-based mechanism with fully independent sampling dimensions for hyperspectral imaging [J]. Journal of Electronic Imaging, 2015, 24(6), 063012. (SCI). IF：0.754 JCR: Q4
2013年度：
D. Yu, X. Zhang, J. Liu, and Q. Wang, "Feature analysis and adaptive distance learning algorithm based on mdi magnetogram," ICIC Express Letters, vol. 7, pp. 2099-2104, 2013. Y. P. Liu, J. Jin, Q. Wang, and Y. Shen, "Phases measure of image sharpness based on quaternion wavelet," Pattern Recognition Letters, vol. 34, pp. 1063-1070, Jul 2013. J. Li, Q. Wang, Y. Shen, and B. Li, "Collaborative construction of measurement matrix and reconstruction algorithm in compressive sensing," Tien Tzu Hsueh Pao/Acta Electronica Sinica, vol. 41, pp. 29-34, 2013. Z. He, Q. Wang, Y. Shen, and Y. Wang, "Discrete multivariate gray model based boundary extension for bi-dimensional empirical mode decomposition," Signal Processing, vol. 93, pp. 124-138, Jan 2013. Z. He, Q. Wang, Y. Shen, J. Jin, and Y. Wang, "Multivariate Gray Model-Based BEMD for Hyperspectral Image Classification," Ieee Transactions on Instrumentation and Measurement, vol. 62, pp. 889-904, May 2013.
2012年度：
Z.-H. Wang, Y. Shen, X.-L. Zhang, and Q. Wang, "Robust H filter for uncertain linear descriptor systems," Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, vol. 34, pp. 1878-1883, 2012. Z. Wang, Y. Shen, X. Zhang, and Q. Wang, "Observer design for discrete-time descriptor systems: An LMI approach," Systems and Control Letters, vol. 61, pp. 683-687, 2012. Q. Wang, W. J. Yan, and Y. Shen, "N-Person Card Game Approach for Solving SET K-COVER Problem in Wireless Sensor Networks," Ieee Transactions on Instrumentation and Measurement, vol. 61, pp. 1522-1535, May 2012. Q. Wang, Y. Liu, and Y. Shen, "A survey on extrinsic self-calibration algorithms for cameras without overlapping field of views," Zidonghua Xuebao/Acta Automatica Sinica, vol. 38, pp. 1-11, 2012. Z.-L. Tu, Q. Wang, and Y. Shen, "A distributed simultaneous optimization algorithm for tracking and monitoring of moving target in mobile sensor networks," Zidonghua Xuebao/Acta Automatica Sinica, vol. 38, pp. 452-461, 2012. Z.-L. Tu, Q. Wang, and Y. Shen, "A distributed coverage optimization algorithm for target monitoring in mobile sensor network," Kongzhi yu Juece/Control and Decision, vol. 27, pp. 1353-1358, 2012. Z. L. Tu, Q. Wang, H. R. Qi, and Y. Shen, "Flocking based sensor deployment in mobile sensor networks," Computer Communications, vol. 35, pp. 849-860, Apr 2012. Z. Tu, Q. Wang, H. Qi, and Y. Shen, "Flocking based distributed self-deployment algorithms in mobile sensor networks," Journal of Parallel and Distributed Computing, 2012. Y. Shen, Z.-L. Tu, and Q. Wang, "Distributed nonuniform deployment for target monitoring in mobile sensor networks," Journal of Harbin Institute of Technology (New Series), vol. 19, pp. 1-9, 2012. Y. P. Liu, J. Jin, Q. Wang, and Y. Shen, "Phase-preserving speckle reduction based on soft thresholding in quaternion wavelet domain," Journal of Electronic Imaging, vol. 21, Oct-Dec 2012. Z. He, Y. Shen, Q. Wang, Y. Wang, N. Feng, and L. Ma, "Mitigating end effects of EMD using non-equidistance grey model," Journal of Systems Engineering and Electronics, vol. 23, pp. 603-611, 2012. Z. He, Y. Shen, and Q. Wang, "Boundary extension for Hilbert-Huang transform inspired by gray prediction model," Signal Processing, vol. 92, pp. 685-697, Mar 2012.
2011年度：
Y.-R. Lin, Q. Wang, Y.-E. Lin, and X.-Z. Liang, "Adaptive weight based hyperspectral image classification," Guangdianzi Jiguang/Journal of Optoelectronics Laser, vol. 22, pp. 935-939, 2011. Y.-R. Lin and Q. Wang, "Extracting details from images based on 1-DEMD," Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), vol. 41, pp. 1766-1770, 2011. Y. Lin and Q. Wang, "Hyperspectral image classification based on adaptive weight coefficient based on kernel method," Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, vol. 40, pp. 2535-2539, 2011. H. Chen, Q. Wang, and Y. Shen, "Decision tree support vector machine based on genetic algorithm for multi-class classification," Journal of Systems Engineering and Electronics, vol. 22, pp. 322-326, 2011.
2010年度：
C. Zhu, Y. Shen, and Q. Wang, "New fast algorithm for hypercomplex decomposition and hypercomplex cross-correlation," Journal of Systems Engineering and Electronics, vol. 21, pp. 514-519, 2010.
2009年度：
M. Zhang, Y. Shen, and Q. Wang, "Evaluating the performance of hyperspectral feature selection algorithm using Tsallis entropy redundancy," Guangdianzi Jiguang/Journal of Optoelectronics Laser, vol. 20, pp. 784-788, 2009. M. Zhang, Y. Shen, and Q. Wang, "Hyperspectral datum classification using kernel method based on mutual information of neighbor bands," Optoelectronics Letters, vol. 5, pp. 309-312, 2009. M. Zhang, Y. Shen, and Q. Wang, "Nonlinear correlation coefficient based kernel method for hyperspectral data classification," Guangxue Xuebao/Acta Optica Sinica, vol. 29, pp. 2607-2614, 2009. Q. Wang, H.-H. Chen, and T. Wang, "Multi-class support vector machine for fault diagnosis," Dianji yu Kongzhi Xuebao/Electric Machines and Control, vol. 13, pp. 302-306, 2009. X.-F. Li, Y. Shen, and Q. Wang, "Computer-aided diagnosis system of breast tumor ultrasound images," Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), vol. 39, pp. 770-775, 2009.
2008年度及以前：
P. Wang, Y. Shen, and Q. Wang, "Gaussian wavelet based dynamic filtering (GWDF) method for medical ultrasound systems," Ultrasonics, vol. 46, pp. 168-176, 2007. J. Jin, Q. Wang, and Y. Shen, "MNCIE method for registration of ultrasound images," Journal of Harbin Institute of Technology (New Series), vol. 14, pp. 252-258, 2007. J. Jin, Q. Wang, and Y. Shen, "Registering multiple medical images using the shared chain mutual information," Chinese Optics Letters, vol. 5, pp. 389-392, 2007. J. Hao, Y. Shen, and Q. Wang, "Segmentation for MRA image: An improved level-set approach," IEEE Transactions on Instrumentation and Measurement, vol. 56, pp. 1316-1321, 2007. Q. Wang and Y. Shen, "Performance assessment of image fusion," in Advances in Image and Video Technology, Proceedings. vol. 4319, L. W. Chang and W. N. Lie, Eds., ed, 2006, pp. 373-382. B. J. Xu, Q. Wang, Y. Shen, and X. X. Liao, "Global exponential stability of delayed impulsive Hopfield type neural networks," in Advances in Neural Networks - Isnn 2005, Pt 1, Proceedings. vol. 3496, J. Wang, et al., Eds., ed, 2005, pp. 181-186. Q. Wang, Y. Shen, and J. Q. Zhang, "A nonlinear correlation measure for multivariable data set," Physica D: Nonlinear Phenomena, vol. 200, pp. 287-295, 2005. Q. Wang, Y. Shen, Y. Zhang, and J. Q. Zhang, "Fast quantitative correlation analysis and information deviation analysis for evaluating the performances of image fusion techniques," IEEE Transactions on Instrumentation and Measurement, vol. 53, pp. 1441-1447, 2004. Q. Wang, Y. Shen, Y. Zhang, and J. Q. Zhang, "A quantitative method for evaluating the performances of hyperspectral image fusion," IEEE Transactions on Instrumentation and Measurement, vol. 52, pp. 1041-1047, 2003. Q. Wang, Y. Zhang, S. Li, and Y. Shen, "The reduction of hyperspectral data dimensionality and classification based on recursive subspace fusion," Chinese Journal of Electronics, vol. 11, pp. 12-15, 2002. Q. Wang, Y. Zhang, S. Li, and Y. Shen, "Quantitative and comparative analysis of hyperspectral data fusion performance," Journal of Harbin Institute of Technology (New Series), vol. 9, pp. 234-238, 2002.
Cuicui Lv, Qiang Wang, Wenjie Yan, Yi Shen. Di？usion Wavelet Basis Algorithm forSparseRepresentationofSensoryDatainWSNs[J].SignalProcessing,2017,140: 12-31.(SCI 收录, WOS:**002, IF=3.11Cuicui Lv, Qiang Wang, Wenjie Yan, Yi Shen. Di？usion Wavelet Basis Algorithm forSparseRepresentationofSensoryDatainWSNsJCR: Q1JCR: Q1JCR: Q1
会议论文（Conference Publications）
检测技术、信号处理相关会议
M. Zhang, J. Jin, Y. Wang, Y. Zhang, Q. Wang, and Y. Shen, "Space debris detection methods utilizing hyperspectral sequence analysis based on Hilbert-Huang transformation," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 1654-1658. W. Yan, Q. Wang, Y. Shen, Y. Wang, and Q. Han, "An efficient data gathering and reconstruction method in WSNs based on compressive sensing," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 2028-2033. Z. Wu, Q. Wang, Y. Shen, and J. Liu, "Zig-zag and replacement product expander graphs for Compressive Sensing," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 1712-1717. Z. Wang, Y. Shen, X. Zhang, and Q. Wang, "Fault diagnosis based on numerical differentiation using wavelet transform," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 2722-2726. Q. Wang, W. Yan, and Y. Shen, "N-person card game approach for solving SET K-COVER problem in wireless sensor networks," in SPECIAL ISSUE ON THE 2011 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, 445 Hoes Lane / P.O. Box 1331, Piscataway, NJ 08855-1331, United States, 2012, pp. 1522-1535. Q. Wang, Y. Liu, and J. Chen, "Accurate indoor tracking using a mobile phone and non-overlapping camera sensor networks," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 2022-2027. C. Wang, Q. Wang, and S. Shi, "A distributed wireless body area network for medical supervision," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 2612-2616. Y. Shen, Z. He, Q. Wang, and Y. Wang, "Feature generation of hyperspectral images for fuzzy support vector machine classification," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 1977-1982. J. Li, Y. Shen, and Q. Wang, "Stepwise suboptimal iterative hard thresholding algorithm for compressive sensing," in 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012, May 13, 2012 - May 16, 2012, Graz, Austria, 2012, pp. 1332-1336. Q. Wang, Y. Liu, and Y. Shen, "An accurate extrinsic camera self-calibration method in non-overlapping camera sensor networks," in 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011, May 10, 2011 - May 12, 2011, Binjiang, Hangzhou, China, 2011, pp. 1487-1492. Z. Shen, Q. Wang, and Y. Shen, "Effects of statistical distribution on nonlinear correlation coefficient," in 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011, May 10, 2011 - May 12, 2011, Binjiang, Hangzhou, China, 2011, pp. 795-798. Y. Liu, J. Jin, Q. Wang, and S. Yi, "Bidimensional empirical mode decomposition and non-uniform sampling based ultrasonic images compression," in 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011, May 10, 2011 - May 12, 2011, Binjiang, Hangzhou, China, 2011, pp. 436-440. M. Zhang, Q. Wang, Z. He, Y. Shen, and Y. Lin, "Bhattacharyya distance based kernel method for hyperspectral data multi-class classification," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 629-632. M. Zhang, Y. Shen, Q. Wang, and Y. Wang, "Dynamic artificial potential field based multi-robot formation control," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 1530-1534. Z. Wang, Y. Shen, Z. He, Q. Wang, and X. Zhang, "Nonlinear dynamic systems fault detection and isolation using fuzzy adaptive observer," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 737-741. Q. Wang, A. Terzis, and A. Szalay, "A novel soil measuring wireless sensor network," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 412-415. Z. Shen, Q. Wang, Y. Shen, J. Jin, and Y. Lin, "Accent extraction of emotional speech based on modified ensemble empirical mode decomposition," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 600-604. Y. Shen, C. Zhu, L. Liu, Q. Wang, J. Jin, and Y. Lin, "Explicit solution for nonuniform discrete Fourier transform," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 1505-1509. X. Shen, Y. Shen, Q. Wang, L. Shen, N. Feng, and J. Jin, "Non-linear Matching Pursuits and its apllication in bone mineral measurement," in 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010, May 3, 2010 - May 6, 2010, Austin, TX, United states, 2010, pp. 871-875. M. Zhang, Y. Shen, and Q. Wang, "Evaluating the performance of hyperspectral feature selection using quantitative multivariate correlation analysis," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 1188-1193. M. Zhang, Y. Shen, and Q. Wang, "Kernel method based on normalized mutual information for hyperspectral image classification," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 866-871. L. Zhang, Q. Wang, and X. Shu, "A mobile-agent-based middleware for wireless sensor networks data fusion," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 378-383. X. Yang, P. Dai, P. He, Q. Wang, and H. Zhang, "Fast extraction of linear segmentation characteristic based on gray scale projection multiple processing," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 1681-1684. Q. Wang, D. Yu, and Y. Shen, "An overview of image fusion metrics," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 924-927. Z. Tu, Q. Wang, and Y. Shen, "Optimal mobile agent routing with fusion cost in wireless sensor network," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 46-50. Y. Shen, C. Zhu, Q. Wang, and J. Hao, "A fast algorithm for medical image segmentation based on improved incremental variational level set," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 442-445. Y. Shen, X. Dong, C. Zhu, Q. Wang, J. Hao, and N. Feng, "Geodesic geometric flow for medical image segmentation based on similarities of interfacial gradients," in 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009, May 5, 2009 - May 7, 2009, Singapore, Singapore, 2009, pp. 860-865. Z. Tu, Q. Wang, and Y. Shen, "Optimal mobile agent routing for data fusion in distributed sensor networks using improved ant colony algorithm," in 2008 IEEE International Instrumentation and Measurement Technology Conference, I2MTC, May 12, 2008 - May 15, 2008, Victoria, BC, Canada, 2008, pp. 155-159. J. Jin, Q. Wang, and Y. Shen, "High-performance medical image registration using improved particle swarm optimization," in 2008 IEEE International Instrumentation and Measurement Technology Conference, I2MTC, May 12, 2008 - May 15, 2008, Victoria, BC, Canada, 2008, pp. 736-740. Z. Song, Q. Wang, X. Du, and Y. Wang, "A high speed digital ultrasonic flaw detector based on PC and USB," in 2007 IEEE Instrumentation and Measurement Technology, IMTC 2007 - Synergy of Science and Technology in Instrumentation and Measurement, May 1, 2007 - May 3, 2007, Warsaw, Poland, 2007, p. IEEE Instrumentation and Measurement Society. J. Jin, Q. Wang, and Y. Shen, "Nonlinear correlation measurement based registration for sequential images," in 2007 IEEE Instrumentation and Measurement Technology, IMTC 2007 - Synergy of Science and Technology in Instrumentation and Measurement, May 1, 2007 - May 3, 2007, Warsaw, Poland, 2007, p. IEEE Instrumentation and Measurement Society. J. Hao, Y. Shen, and Q. Wang, "Segmentation for MRA image: An improved level-set approach," in 23rd Annual IEEE Instrumentation and Measurement Technology Conference (IMTC 2006), 445 Hoes Lane / P.O. Box 1331, Piscataway, NJ 08855-1331, United States, 2007, pp. 1316-1321. W. Qiang and S. Yi, "Effects of wavelets selection on performances of hyperspectral image fusion," in IMTC@#%06 - IEEE Instrumentation and Measurement Technology Conference, April 24, 2006 - April 27, 2006, Sorrento, Italy, 2006, pp. 812-815. W. Xiaotao, S. Yi, L. Zhiyan, W. Qiang, and H. Ping, "A novel scheme for suppressing velocity ambiguity in narrowband blood flow velocity estimation," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 1449-1452. X. Wang, Y. Shen, Z. Liu, and Q. Wang, "Quadrature Doppler ultrasound signal denoising based on adaptive representations," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 1713-1716. Q. Wang and Y. Shen, "A JPEG2000 and nonlinear correlation measurement based method to enhance hyperspectral image compression," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 2009-2011. W. Qiang and S. Yi, "A nonlinear quantitative measure for accessing the performances of hyperspectral image compression," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 2012-2015. R. Lu, Y. Shen, Q. Wang, and D. Li, "Ultrasound image segmentation based on the early vision model and watershed transform," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 2016-2018. L. Jingyu, W. Qiang, and S. Yi, "Comparisons of several pixel-level image fusion schemes for infrared and visible light images," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 2024-2027. J. Jin, Q. Wang, and Y. Shen, "A fast medical image registration method based on nonlinear correlation measurement," in IMTC@#%05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference, May 16, 2005 - May 19, 2005, Ottawa, ON, Canada, 2005, pp. 1429-1432. X. Wang, Y. Shen, Z. Liu, and Q. Wang, "Noise reduction for Doppler ultrasound signal based on cycle-spinning and thresholding methods," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 1922-1925. Q. Wang and Y. Shen, "Performances evaluation of image fusion techniques based on nonlinear correlation measurement," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 472-475. Q. Wang and Y. Shen, "The effects of fusion structures on image fusion performances," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 468-471. Z. Pei, N. Feng, Y. Shen, and Q. Wang, "An adaptive clutter rejection filter in ultrasound color flow imaging systems," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 2082-2084. R. Lu, Y. Shen, and Q. Wang, "Edge detection based on early vision model incorporating improved directional median filtering," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 441-443. G. Liu, Y. Shen, Y. Wang, and Q. Wang, "On the use of data fusion in ultrasonic imaging," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, IMTC/04, May 18, 2004 - May 20, 2004, Como, Italy, 2004, pp. 760-762. Q. Wang, Y. Shen, and Y. Zhang, "A fast method to evaluate the performances of image fusion techniques and its error analysis," in Proceedings of the 20th IEEE Information and Measurement Technology Conference, May 20, 2003 - May 22, 2003, Vail, CO, United states, 2003, pp. 823-826. Q. Wang, Y. Shen, and Y. Zhang, "A quantitative method to evaluate the performance of hyperspectral data fusion," in 19th IEEE Intrumentation and Measurement Technology Conference, May 21, 2002 - May 23, 2002, Anchorage, AK, United states, 2002, pp. 919-923. Y. Wenjie, W. Qiang, and S. Yi, "N-Person Card Game algorithm for solving set K-Cover problem in WSN," in 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011, May 10, 2011 - May 12, 2011, Binjiang, Hangzhou, China, 2011, pp. 1018-1023.Q. Wang, C. Wang, and Y. Wang, "A maximum degree and negotiation strategy based clustering algorithm for wireless sensor networks," in 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011, May 10, 2011 - May 12, 2011, Binjiang, Hangzhou, China, 2011, pp. 1493-1497.
计算机、无线传感器网络类会议
D. Yu, X. Zhang, J. Liu, and Q. Wang, "A new solar flare prediction model based on large-scale image management," in 2012 IEEE 3rd International Conference on Software Engineering and Service Science, ICSESS 2012, June 22, 2012 - June 24, 2012, Beijing, China, 2012, pp. 351-354. Z. Tu, Q. Wang, H. Qi, and Y. Shen, "Flocking based sensor deployment in mobile sensor networks," P.O. Box 211, Amsterdam, 1000 AE, Netherlands, 2012, pp. 849-860. Y. Liu, Q. Wang, J. Liu, and T. Wark, "MCMC-based indoor localization with a smart phone and sparse WiFi access points," in 2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012, March 19, 2012 - March 23, 2012, Lugano, Switzerland, 2012, pp. 247-252. J. Liu, B. Priyantha, T. Hart, H. S. Ramos, A. A. F. Loureiro, and Q. Wang, "Energy efficient GPS sensing with cloud offloading," in 10th ACM Conference on Embedded Networked Sensor Systems, SenSys 2012, November 6, 2012 - November 9, 2012, Toronto, ON, Canada, 2012, pp. 85-98. Y. Chen, Q. Wang, M. Chang, and A. Terzis, "Ultra-low power time synchronization using passive radio receivers," in 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN@#%11, April 12, 2011 - April 14, 2011, Chicago, IL, United states, 2011, pp. 235-245. J. Ko, K. Klues, C. Richter, W. Hofer, B. Kusy, M. Bruenig, T. Schmid, Q. Wang, P. Dutta, and A. Terzis, "Low power or high performance? A tradeoff whose time has come (and nearly gone)," in 9th European Conference on Wireless Sensor Networks, EWSN 2012, February 15, 2011 - February 17, 2011, Trento, Italy, 2012, pp. 98-114. Y. Chen, Q. Wang, J. Gupchup, and A. Terzis, "Tempo: An energy harvesting mote resilient to power outages," in 35th Annual IEEE Conference on Local Computer Networks, LCN 2010, October 10, 2010 - October 14, 2010, Denver, CO, United states, 2010, pp. 933-934. M. Zhang, Q. Wang, Y. Shen, and B. Zhang, "Hyperspectral feature selection based on mutual information and nonlinear correlation coefficient," in IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, September 12, 2009 - September 14, 2009, Kyoto, Japan, 2009, pp. 965-968.
图像处理、视频通信类会议
X. Zhang, J. Liu, and Q. Wang, "Image feature extraction for solar flare prediction," in 4th International Congress on Image and Signal Processing, CISP 2011, October 15, 2011 - October 17, 2011, Shanghai, China, 2011, pp. 910-914. Z. Wu, Y. Shen, Q. Wang, J. Liu, and B. Li, "Blind source separation based on compressed sensing," in 2011 6th International ICST Conference on Communications and Networking in China, CHINACOM 2011, August 17, 2011 - August 19, 2011, Harbin, China, 2011, pp. 794-798. Q. Wang and Y. Liu, "A tractable mechanism for external calibration in non-overlapping camera network," in 2011 6th International ICST Conference on Communications and Networking in China, CHINACOM 2011, August 17, 2011 - August 19, 2011, Harbin, China, 2011, pp. 893-898. Z. Tu, Q. Wang, and Y. Shen, "A distributed self-deployment method for coverage optimization in mobile sensor network," in 2011 6th International ICST Conference on Communications and Networking in China, CHINACOM 2011, August 17, 2011 - August 19, 2011, Harbin, China, 2011, pp. 881-886. Y.-R. Lin and Q. Wang, "Direct orthogonal neighborhood preserving discriminant analysis," in 2010 International Conference on Materials Science and Engineering Science, ICMSES 2010, December 11, 2010 - December 12, 2010, Shenzhen, China, 2011, pp. 1254-1259. Y.-R. Lin, Q. Wang, Y.-E. Lin, and X.-Z. Liang, "Hyperspectral image classification using kernel method based on the correlation coefficients of neighbor bands," in 2010 2nd IITA Conference on Geoscience and Remote Sensing, IITA-GRS 2010, August 28, 2010 - August 31, 2010, Qingdao, China, 2010, pp. 230-233. J. Ko, Q. Wang, T. Schmid, W. Hofer, P. Dutta, and A. Terzis, "Egs: A Cortex M3-based mote platform," in 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2010, June 21, 2010 - June 25, 2010, Boston, MA, United states, 2010. Z. Shen, Q. Wang, and Y. Shen, "A new non-liner correlation measure," in 2009 IEEE Youth Conference on Information, Computing and Telecommunication, YC-ICT2009, September 20, 2009 - September 21, 2009, Beijing, China, 2009, pp. 11-14. Z. Shen, Y. Shen, and Q. Wang, "Medical ultrasound signal denoise based on ensemble empirical mode decomposition and nonlinear correlation information entropy," in 2009 IEEE Youth Conference on Information, Computing and Telecommunication, YC-ICT2009, September 20, 2009 - September 21, 2009, Beijing, China, 2009, pp. 19-22. Q. Wang and Y. Shen, "Performance assessment of image fusion," in 1st Pacific Rim Symposium on Image and Video Technology, PSIVT 2006, December 10, 2006 - December 13, 2006, Hsinchu, Taiwan, 2006, pp. 373-382. J. Liu, B. Priyantha, F. Zhao, C.-J. M. Liang, Q. Wang, and S. James, "Towards Fine-Grained Data Center Cooling Monitoring using RACNet," in HotEmNets, ed, 2008. J. Jin, Q. Wang, J. S. Hao, and Ieee, An improved marching cubes method for surface reconstruction of volume data, 2006. J. S. Hao, Q. Wang, and Ieee, Watershed based level set evolution: A novel approach for MRA segmentation, 2006 J. Jin, Q. Wang, and Y. Shen, "Global optimization of medical image registration based on nonlinear correlation measurement," in 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005, September 1, 2005 - September 4, 2005, Shanghai, China, 2005, pp. 3390-3393. 控制类会议
D. Yu, X. Zhang, J. Liu, and Q. Wang, "Knowledge discovery based on statistics of MDI Magnetogram," in 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012, May 29, 2012 - May 31, 2012, Chongqing, China, 2012, pp. 1514-1518. Q. Wang and Y. Shen, "Shared chain mutual information measure for image fusion," in IEEE International Conference on Automation and Logistics, ICAL 2008, September 1, 2008 - September 3, 2008, Qingdao, China, 2008, pp. 1290-1294. Q. Wang, H. Chen, and Y. Shen, "Decision tree support vector machine based on genetic algorithm for fault diagnosis," in IEEE International Conference on Automation and Logistics, ICAL 2008, September 1, 2008 - September 3, 2008, Qingdao, China, 2008, pp. 2668-2672. Z. Tu, Q. Wang, and Y. Shen, "Routing mobile agent to local regions for data fusion in distributed sensor networks," in IEEE International Conference on Automation and Logistics, ICAL 2008, September 1, 2008 - September 3, 2008, Qingdao, China, 2008, pp. 853-858. Z. Zhao, Y. Shen, and Q. Wang, "An integrated guide and control strategy to enhance the precision of guidance laws," in 2009 International Asia Conference on Informatics in Control, Automation, and Robotics, CAR 2009, February 1, 2009 - September 2, 2009, Bangkok, Thailand, 2009, pp. 85-89.
科研项目
在研项目
0基于骨骼肌肉模型和概念学习的类人机械臂平台研究（2018）
国家自然科学基金
1
基于确定性量测矩阵的压缩无线感知技术研究
国家自然科学基金
2
空间碎片的天基高光谱探测识别方法
高等学校博士学科点专项科研基金
3
FC-AE-1553光纤总线应用技术研究
中国运载火箭技术研究院CALT创新基金重点项目
4
空间站***系统性能试验平台建设
中国航天员科研训练中心
5
空间站任务关键技术攻关阶段***净化试验平台建设
中国航天员科研训练中心
6
油田多路过程智能校验系统研究
大庆油田有限责任公司技术发展部
7
***高速总线互联技术及BIT技术研究
航天长征火箭技术有限公司
8
***仪测试方法研究
北京航天控制仪器研究所
9
***单元的双处理器冗余系统研制
北京航天控制仪器研究所
专利
专利名称
授权专利号
年份
基于相关性分析的超声成像系统自适应波束形成器及其形成方法
ZL**6.4
2010
基于先验知识测地几何流的二维序列医学图像分割方法
ZL**7.9
2010
基于人体特征监测的音乐播放系统
ZL**3.X
2012
基于经验模态分解的设备或系统机内测试信号虚警滤波方法
ZL**7.2
2011
一种运动体陀螺惯性组件的故障诊断方法
ZL**3.0
2012
利用全局互信息加权的支持向量机分类器
ZL**6.7
2012
双DSP冗余惯性平台控制器
**10
2014
一种基于双光子显微镜的电动平移装置及该装置的二维螺旋扫描方法
**27
2013
一种基于自动控制电动平移台的平面二维矩形扫描装置及其扫描方法
**31
2013
科研项目
已完成项目
1
基于移动Agent的分布式传感器网络数据融合理论与算法研究
国家自然科学基金
2
基于***的传感器网络数据融合检测方法研究
武器装备预研基金
3
多波段多传感器***信息融合与故障诊断技术研究
武器装备预研基金
4
高精度快响应***研究
航天支撑基金
5
虚拟实验系统***接入网关及协议转换器研制
中国运载火箭技术研究院
6
Genomote——数据中心监测传感器网络节点研制
美国微软研究院(Microsoft Research)
7
环境监测传感器网络节点研制
美国微软研究院(Microsoft Research)
8
油田总线型仪表智能检测系统研究
大庆油田有限责任公司技术发展部
9
基于***的弹载计算机智能多路接口卡
航天科工三院8357所
10
新型图像处理与***控制系统研制
航天科工三院8358所
11
数字化***控制系统的研究与开发
哈尔滨建成集团
12
全数字黑白超声成像诊断仪
深圳开利科技有限公司
13
彩色超声成像系统
深圳开利科技有限公司
14
基于嵌入式系统的便携式数字通用探伤仪
汕头超声仪器研究所
15
多通道数字超声探伤仪
汕头超声仪器研究所
16
基于SH4的超声主控计算机及软件系统
汕头超声仪器研究所
桃李满天
刘燕： 2009年入学，2013年毕业，研究方向：传感器网络，毕业去向：哈尔滨理工大学。
闫文杰：2010年入学，2014年毕业，研究方向：传感器网络，毕业去向：河北工业大学。
刘义鹏：2011年入学，2014年毕业， 研究方向：图像处理，毕业去向：浙江工业大学。
伍政华：2011年入学，2015年毕业， 研究方向：压缩感知，毕业去向：中电38所（合肥）。
李佳，2012年入学，2016年毕业，研究方向：压缩感知，毕业去向：中电54所（石家庄）。
赵荣强，2013年入学，研究方向：压缩感知。
吕翠翠，2013年入学，2017年毕业。研究方向：传感器网络。毕业去向：烟台大学。
吴钊君 ，2014年入学，2018年毕业。研究方向：高光谱图像处理。毕业去向：中电14所（南京）
李丹，2014年入学，2018年毕业。研究方向：压缩感知。毕业去向：南京航空航天大学。
郑天佑，2015年入学，研究方向：图像处理。
马翔，2015年入学，研究方向：人工智能。
蔺笑天，2015年入学，研究方向：深度学习。
文若诗，2016年入学，研究方向：机器学习。
刘凤双，2017年入学，研究方向：图像处理。
王明华，2017年入学，研究方向：压缩感知。
樊建崟，2018年入学。
刘玄，2018年入学。
赵桐，2018年入学。
高爽，2018年入学。
苑林，2018年入学。
研究生课程：多传感器数据融合技术
简介:本课程为研究生选修课，其中16学时为课堂授课，8学时为试验课，采取课堂考试与实验报告综合的考核方式。通过本课程学习使学生了解多传感器数据融合技术的发展、基本原理、常用的数据融合方法及近年来的新成果，掌握在相关领域开展数据融合研究的基本思路和方法。
受学校教师个人主页容量限制，课程PPT不能上传到本人主页，感兴趣的同学可以通过课程通用邮箱（PPT在该邮箱的文件中心中）进行下载：
邮箱地址：hit_fusion_2013@163.com，邮箱密码： hitwangqiang
实验室文化
使命：
培养学术一流、技术过硬、与人为善的博士。
价值观：（培养标准）
以人为本，规格严格。
自觉真诚，利他富足。
2018-毕业季
2017帽儿山春游
帽儿山+烧烤
2016 毕业季会餐
1名博士，2名硕士，光荣毕业！
2015年中秋团圆
2015年团队训练
2014年凤凰山
友情链接
链接名称黑龙江磐桓科技有限公司---哈尔滨工业大学创新创业园项目
链接地址http://123.206.13.133/
简单介绍605工作室博士生创业项目。主要项目列表：气动机械手；扫地机器人算法；瘫痪病人辅助康复机器人；骨骼肌肉模型仿生机器人；动作轨迹识别系统；
