吴炜

吴炜

教授, 博士研究生导师

 

专业:信号与信息处理

方向:信号与信息处理、图像处理

Email:wuwei@scu.edu.cn

电话:028-85462766

地址:四川大学 电子信息学院

邮编:610064

学习和工作简历
吴炜,男,教授,博士生导师。2003年7月至今,在四川大学电子信息学院任教。1998年毕业于天津大学获得学士学位,分别于2003年6月和2008年6月获得四川大学通信与信息系统博士学位。2009年10月至2010年10月在加拿大国家研究院从事为期一年的博士后研究。主要从事图像处理、机器学习等理论和技术研究,同时具有丰富的信息化项目工程经验。IEEE Transactions on Instrumentation and Measurement、Machine Vision and Applications(Spinger)、Journal of Electronic Imaging、Sensors、Information Fusion、Digital Signal Processing等国际学术期刊的审稿人和美国Journal of Pattern Recognition Research期刊Assistant Editor。在近几年内发表文章50余篇,其中被SCI收录的论文近30篇。
科研项目与获奖
主要科研工作:
(1) 联合基于学习的超分辨率技术和多传感器超分辨率技术在红外图像复原中的研究,61271330,国家自然科学基金(面上项目),2013.1-2016.12,项目负责人。
(2) 红外图像超分辨率技术研究61411140248,国家自然科学基金(中韩合作交流项目),2014.6-2016.6,项目负责人。
(3) 面向光照饱和溢出和多路径效应问题的高精度结构光三维成像研究, ?61473198, 国家自然科学基金(面上项目),2015.1-2018.12,第二负责人。
(4) 图像识别及图像增强关键技术研究,四川省重大科技支撑计划,2014.1-2015.12,项目负责人。
(5)基于自相似性的单幅图像超分辨率技术研究,?南京邮电大学, 江苏省图像处理与图像通信重点实验室开放基金项目, 2014.1-2015.12,项目负责人。
(6) 多传感器超分辨率关键技术研究,?留学回国人员科研启动基金,?2014.1-2016.12,项目负责人。
(7) 图像视频显示增强技术研究,华为高校基金, ?2012.1-2012.12. 项目负责人。
(8) 基于图像稀疏表示理论的单幅遥感图像超分辨率技术研究,武汉大学测绘遥感信息工程国家重点实验室开放基金, ?2013.1-2014.12. 项目负责人。
(9)基于压缩感知的遥感图像超分辨率技术研究,中国科学院数字地球重点实验室开放基金, ?2013.1-2014.12. 项目负责人。
(10) 基于高分辨率数字摄像头的智能交通系统研究,09H1484,横向合作项目,2009-2011项目负责人。
(11) 基于学习的超分辨率研究,(校青年基金2008005), 项目负责人,2009-2010, 顺利完成。
(12)计算光学切片显微三维成像技术研究,60372079,国家自然科学基金,2003-2006,主研,顺利完成。
(13)视频超分辨率重建关键技术研究,107094,教育部重点项目,2007-2009,主研,2009年,顺利完成。
(14)岩心扫描分析及数据库管理综合应用系统,05GG021-026-03,四川省科技攻关项目,2005-2007,主研顺利完成。
(15)景区门票“人票合一”验证管理系统,主研,顺利完成。
(16)电磁辐射能量传输表征及控制科技创新平台, 学术骨干(985平台)。
论文、专著与专利

近期发表的文章和专著:

https://www.researchgate.net/profile/Wei_Wu50?ev=hdr_xprf&_sg=WYikqOgmqnAJ7Z_r3LFo60QS0cORk_4elC7pHDm82irAip-A8eH-U0T4trLi0nSA


SCI期刊论文

[1] J. Wu, M. Anisetti, Wei Wu(吴炜), E. Damiani, G. Jeon. Bayer Demosaicking with Polynomial Interpolation. IEEE Transactions on Image Processing. (Accepted)

[2] 李红, 吴炜*, 杨晓敏, 严斌宇, 刘凯, Gwanggil Jeon. 基于主特征提取的Retinex多谱段图像增强, ?物理学报, 2016 年08月, 通信作者
[3] X. Yang, Wei Wu (吴炜)*, K. Liu, K. Zhou, B. Yan, Fast multisensor infrared image super-resolution scheme with multiple regression models, Journal of Systems Architecture 64(2016), 11-25. 通信作者

[4] Wei Wu (吴炜), X. Yang, K. Liu, Y. Liu, B. Yan, A new framework for remote sensing image super-resolution: Sparse representation-based method by processing dictionaries with multi-type features, Journal of Systems Architecture 64(2016), 63-75.
[5] Y. Song, Wei Wu (吴炜)*, Z. Liu, X. Yang, K. Liu, W. Lu, An Adaptive Pansharpening Method by Using Weighted Least Squares Filter, IEEE Geoscience and Remote Sensing Letters 13(2016), 18-22. 通信作者
[6] Wei Wu (吴炜), M. Anisetti, C. Abdellah, G. Jeon, Image Enlargement Using Multiple Sensors , Journal of Sensors 2016.
[7] Wei Wu (吴炜), Z. Liu, Y. He, Classification of defects with ensemble methods in the automated visual inspection of sewer pipes,Pattern Analysis and Applications 18 (2015), 263-276.
[8] Wei Wu (吴炜), Z. Liu, M. Chen, Z. Liu, X. Wu, X. He, A new framework for container code recognition by using segmentation-based and HMM-based approaches,International Journal of Pattern Recognition and Artificial Intelligenc 29 (2015), 1550004.
[9] X. Feng, Wei Wu (吴炜)*, Z. Li, G. Jeon, Y. Pang, Weighted-Hausdorff distance using gradient orientation information for visible and infrared image registration, Optik-International Journal for Light and Electron Optics 126 (2015), 3823-3829. 通信作者
[10] Y. Long, S. Wang, Wei Wu (吴炜), K. Liu, Robust and efficient decoding scheme for line structured light,Optics and Lasers in Engineering 75(2015), 88-94.
[11] Y. Long, S. Wang, Wei Wu (吴炜), X. Yang, G. Jeon, K. Liu, Structured-light-assisted wireless digital optical communications, Optics Communications 355(2015), 406-410.
[12] A. Zaafouri, M. Sayadi, F. Fnaiech, O. al Jarrah, Wei Wu (吴炜), A new method for expiration code detection and recognition using gabor features based collaborative representation, Advanced Engineering Informatics 29 (2015), 1072-1082.
[13] W. Gan, X. Wu, Wei Wu (吴炜), X. Yang, C. Ren, X. He, K. Liu, Infrared and visible image fusion with the use of multi-scale edge-preserving decomposition and guided image filter, Infrared Physics and Technology 72(2015), 37-51.
[14] Y. Long, S. Wang, Wei Wu (吴炜), X. Yang, G. Jeon, K. Liu, Decoding line structured light patterns by using Fourier analysis, Optical Engineering 54 (2015), 073109-073109.
[15] Y. Long, S. Wang, Wei Wu (吴炜), K. Liu, Accurate identification of saturated pixels for high dynamic range measurement, Optical Engineering 54 (2015), 043106-043106.
[16]K. Liu, X. Luo, Wei Wu (吴炜), X. Yang, X. Zheng, Fast and accurate calibration algorithm for laser pointer tracking via structured light illumination, Electronics Letters 25 (2014), 1946-1948.
[17] Y. Pang, Y. Yan, J. Lin, H. Huang, Wei Wu (吴炜), An efficient method to synthesize reversible logic by using positive davio decision diagrams, Circuits, Systems, and Signal Processing 33 (2014), 3107-3121.
[18] Y. Pang, Y. Yan, J. Lin, Z. Li, Q. Zhou, Wei Wu (吴炜), Designing optimized imprecise fixed-point arithmetic circuits specified by polynomials with various constraints, Journal of Circuits, Systems, and Computers 23 (2014), 1450010.
[19] Wei Wu (吴炜), X. Yang, Y. Pang, J. Peng, G. Jeon, A multifocus image fusion method by using hidden Markov model, Optics Communications, 287 (2013) 63-72.
[20] Y. Liu, S. Li, Wei Wu (吴炜), R. Huang, Dynamics of a mean-shift-like algorithm and its applications on clustering, Information Processing Letters 113 (2013), 8-16.
[21] J. Li, Wei Wu (吴炜)*, Study on Determining the Content of All Kinds of Composition in the Natural Rock by Near Infrared Reflectance Spectroscopy, SPECTROSCOPY AND SPECTRAL ANALYSIS, 33 (2013) 85-88. 通信作者
[22] Wei Wu (吴炜), Z. Liu, D. Krys, Improving laser image resolution for pitting corrosion measurement using markov random field method, Autom. Constr. 21 (2012) 172-183.
[23] Wei Wu (吴炜), Z. Liu, M. Chen, X. Yang, X. He, An automated vision system for container-code recognition, Expert Systems with Applications, 39 (2012) 2842-285.
[24] Z. Liu, E. Blasch, Z. Xue, J. Zhao, R. Laganiere, Wei Wu (吴炜), Objective assessment of multiresolution fusion algorithms for context enhancement in night vision: A comparative study, IEEE Transactions on Pattern Analysis and Machine Intelligence (2012).
[25] W. Chen, X. He, H. Song, Wei Wu (吴炜), An Improved Sequence-to-sequence Alignment Method Combined with Feature-based Image Registration Algorithm, Journal of Information Science and Engineering 28 (2012) 617-630.
[26] Wei Wu (吴炜), Z. Liu, X. He, Learning-based super resolution using kernel partial least squares, Image Vision Comput 29 (2011) 394-406. (One of the top 25 Hottest Articles in 2011)
[27] Wei Wu (吴炜), Z. Liu, W. Gueaieb, X. He, Single-image super-resolution based on markov random field and contourlet transform, J. Electron. Imaging, 20 (2011) 023005.
[28] M. Chen, Wei Wu (吴炜)*, X. Yang, X. He, Hidden-markov-model-based segmentation confidence applied to container code character extraction, IEEE Transactions on Intelligent Transportation Systems 12 (2011) 1147-1156. 通信作者

国际会议论文

[27] Z. Liu, R. Morello, Wei Wu (吴炜), Experiments on battery capacity estimation, in: ?2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings: 863-868.

[28] H. Li, X. Yang, Wei Wu (吴炜)*, K. Liu, A new framework for infrared image enhancement, in: ?2015 11th IEEE International Conference on Signal-Image Technology and Internet-Based Systems (SITIS): 566-571. 通信作者
[29] X. Yang,Wei Wu (吴炜)*, H. Hua, K. Liu, Infrared Image Recovery from Visible Image by Using Multi-scale and Multi-view Sparse Representation, in: ?2015 11th IEEE International Conference on Signal-Image Technology and Internet-Based Systems (SITIS): 554-559. 通信作者
[30] Y. Long, S. Wang, Wei Wu (吴炜), X. Yang, G. Jeon, K. Liu, Binary coding strategy for fourier transform profilometry, in: ?2015 IEEE China Summit and International Conference on ?Signal and Information Processing (ChinaSIP) : 505-508.
[31]Y. Long, S. Wang, Wei Wu (吴炜), X. Yang, G. Jeon, K. Liu, Hybrid coding strategy for {SNR} improvement in 3-step phase measuring profilometry, in: ?2015 IEEE China Summit and International Conference on ?Signal and Information Processing (ChinaSIP) : 500-504.
[32] X. Yang, Wei Wu (吴炜)*, W. Chen, G. Jeon, B. Yan, Remote sensing image super-resolution using dual-dictionary pairs based on sparse presentation and multiple features, in: ?2014 ACM Proceedings of International Conference on Internet Multimedia Computing and Service. 通信作者

[33] Wei Wu(吴炜), C. Zheng, Single image super-resolution using self-similarity and generalized nonlocal mean, in: 2013 TENCON, ?IEEE Region 10 Conference: (31194), 1-4.

[34] Y. Zhang, Wei Wu(吴炜), Y. Dai, Remote Sensing Images Super-Resolution Based on Sparse Dictionaries and Residual Dictionaries, in: 2013 IEEE International Conference on Pervasive, Intelligence and Computing (PICom2013). (通信作者)

[35] Z. Yang, Wei Wu(吴炜), M. Gao, Q. Teng, Analyzing Feature Selection of Chromatographic Fingerprints for Oil Production Allocation, in: 2012 AICI: 458-467. (通信作者)

[36] Z. Liu, Wei Wu(吴炜), Q. Tao, J. Yang, Facial Expression Recognition Using a New Image Representation and Multiple Feature Fusion, in: 2012 Sino-forergn-interchange Workshop on Intelligence Science and Intelligent Data Engineering(IScIDE 2012) (通信作者)


专著

[37] 吴炜、陶青川等. 基于学习的图像增强技术[M]. 西安电子科技大学出版社. 2013. (学术专著, 主编)
[38] Zheng Liu and Wei Wu(吴炜), Pattern Recognition, Machine Intelligence and Biometrics[M], chapter Fusion with Infrared Images for An Improved Performance and Perception, 1–29, High Education Press and Springer, May 2011. (参编)

人才培养
主要讲授“面向对象程序设计”和“数据库原理”两门课程。
学术成果
近年来在图像超分辨率技术、热红外图像处理、视频及图像增强、车牌图像自动识别、人脸图像识别、工业流水线自动检测等方面展开研究工作,主持和参与了多项国家级项目,发表了多篇学术论文,并申请了一系列发明专利。其中在图像超分辨率技术,热红外图像处理、视频及图像增强、图像识别等应用方面取得了一些研究成果。
学术任职
学术兼职
IEEE会员, 中国电子协会会员,IEEE Transactions on Instrumentation and Measurement、IEEE Transactions on Circuits and Systems for Video Technology、IEEE Signal Processing Letters、Pattern recognition、Information Fusion、Digital Signal Processing等国际学术期刊的审稿人等国际学术期刊的审稿人,美国Journal of Pattern Recognition Research期刊Assistant Editor。

组织会议:

1 The Third IEEE China Summit and International Conference on Signal and Information Processing(2015) 会议 的 Publication Chair。
2. The ACM ICIMCS 2014 会议Special Session: Sparse Representation in Image and Signal Processing的组织者之一。
3. The 10th International Conference on?SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS 会议 Workshop on Computational Intelligence Techniques for Industrial and Medical Applications的会议委员之一。


特邀编辑:
1. Lead Guest Editor, Image Enlargement Using Multiple Sensors, Special Issue of Journal of Sensors. (SCI期刊)