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刘凯

日期:2019年12月24日     本文发布:www.3499.com

刘凯

刘凯 (Kai LIU)

刘凯 (Kai LIU)

教授 (Professor)

Structured light illumination, etc.

专业:博士招生:电力系统及其自动化

???硕士招生:检测技术与自动化装置

方向:结构光三维成像及应用、机器视觉、数字图像/信号处理

emailkailiu@scu.edu.cn

地址:www.3499.com望江校区基础教学楼B210C

邮编:610065

 

教育经历:

[03]

2005.8-2010.8,美国肯塔基大学电气工程系,博士

[02]

1998.9-2001.6,www.3499.com计算机学院,硕士

[01]

1992.9-1996.6,www.3499.com计算机科学系,学士

 

工作经历:

[04]

2011.11-至今,www.3499.com电气信息学院,教授

[03]

2010.9-2011.7,美国特拉华大学电气工程系,博士后

[02]

2001.7-2005.7,www.3499.com计算机学院,讲师

[01]

1996.7-1998.8,江苏商业银行无锡分行,计算机系统管理员

 

Education

2010

Electrical Engineering,   University of Kentucky, USA, Ph.D.

2001

Computer Science, Sichuan   University, China, M.S.

1996

Computer Science, Sichuan   University, China, B.S.

 

Employment

2011-Present

Professor, School of Electrical   Engineering and Information, Sichuan University, China

2010-2011

Postdoctoral Researcher,   Department of Electrical Engineering, University of Delaware, USA

2001-2005

Lecturer, School of Computer   Science, Sichuan University, China

1996-1998

Computer Engineer, Wuxi Branch   of Jiansu Commercial Bank, China

 

科研项目:

[10]

企业横向,电力巡线算法开发,结题,主持

[09]

校地合作,面向压力容器及管道形变腐蚀检测的高精度结构光三维成像研究,在研,主持

[08]

成都市科技局重点研发支撑计划,面向高端制造中产品外观全检的低成本高速结构光三维成像研究,在研,主持

[07]

企业横向,低价实时高精度多帧结构光三维人脸成像研究,在研,主持

[06]

四川省重点研发项目,面向高反光航空发动机叶片的高精度结构光三维成像研究,在研,主持

[05]

企业横向,一种图像采集系统专利的实施许可,在研,主持

[04]

国家自然科学基金面上项目,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,已结题,主持

[03]

国家自然科学基金中韩合作交流项目,红外图像超分辨率技术研究,已结题,参与

[02]

四川省科技支撑计划,实时双视非接触式三维指纹扫描技术中关键问题的研究,已结题,主持

[01]

www.3499.com引进人才科研启动,先进的实时非接触式多层次生物识别信息获取系统,已结题,主持

 

SCI学术期刊:

Journal Publications

[40]

Y. Yu, D. L. Lau*, M. Ruffner, K.   Liu, Dual-projector structured light 3D shape measurement, Accepted by   Applied Optics, 2020, X(X): X-X

[39]

X. Yang, J. Zhang, Y. Liu, X.   Zheng*, K. Liu, Super-resolution image reconstruction via   fractional-order total variation and adaptive regularization parameters, The   Visual Computer, 2019, 35(12): 1755-1768

[38]

K. Liu,   J. Song, D. L. Lau, X. Zheng, C. Zhu, and X. Yang*, Reconstructing 3D point   clouds in real time with look-up tables for structured light scanning along   both horizontal and vertical directions, Optics Letters, 2019, 44(24):   6029-6032

[37]

M. Jia, X. Yang, and K. Liu*,   Automatically detecting rigidly and non-rigidly deformed facial landmarks   from coarseness to fineness, Journal of Electronic Imaging, 2019, 28(6):   063009

[36]

S. Wu, W. Wu, X. Yang*, L. Lu*,   K. Liu, and G. Jeon, Multifocus image fusion using random forest and   hidden Markov model, Soft Computing, 2019, 23(19): 9385-9396

[35]

J. Song, D. L. Lau, Y.-S. Ho, K.   Liu*, Automatic look-up table based real-time phase unwrapping for phase   measuring profilometry and optimal reference frequency selection, Optics   Express, 2019, 27(9): 13357-13371

[34]

X. Yang, W. Xu, R. Luo, X.   Zheng*, K. Liu, Robustly reconstructing magnetic resonance images via   structure decomposition, Magnetic Resonance Imaging, 2019, 57(4): 165-175

[33]

X. Yang, L. Jian, W. Wu, K.   Liu, B. Yan, Z. Zhou, and J. Peng*, Implementing real-time RCF-Retinex   image enhancement method using CUDA, Journal of Real-Time Image Processing,   2019, 16(1): 115-125

[32]

Y. Yuan, X. Yang, W. Wu*, H.   Li, Y. Liu, and K. Liu, A fast single-image super-resolution method   implemented with CUDA, Journal of Real-Time Image Processing, 2019, 16(1):   81-97

[31]

X. Yang, L. Jian, B. Yan, K.   Liu, L. Zhang, and Y. Liu*, A sparse representation based pansharpening   method, Future Generation Computer Systems, 2018, 88(11): 385-399

[30]

L. Jian, X. Yang*, Z. Zhou, K.   Zhou, and K. Liu, Multi-scale image fusion through rolling guidance   filter, Future Generation Computer Systems, 2018, 83(6): 310-325

[29]

F. Tao, X. Yang*, W. Wu, K.   Liu, Z. Zhou, Y. Liu, Retinex-based image enhancement framework by using   region covariance filter, Soft Computing, 2018, 22(5): 1399-1420

[28]

X. Yang, W. Wu*, K. Liu,   W. Chen, Z. Zhou, Multiple dictionary pairs learning and sparse   representation-based infrared image super-resolution with improved fuzzy   clustering, Soft Computing, 2018, 22(5): 1385-1398

[27]

W. Wu, X. Yang*, H. Li, K.   Liu,   L. Jian, Z. Zhou, A novel scheme for infrared image enhancement by using   weighted least squares filter and fuzzy plateau histogram equalization,   Multimedia Tools and Applications, 2017, 76(23): 24789-24817

[26]

X. Yang, W. Wu*, K.   Liu,   W. Chen, P. Zhang, Z. Zhou, Multi-sensor image super-resolution with fuzzy   cluster by using multi-scale and multi-view sparse coding for infrared image,   Multimedia Tools and Applications, 2017, 76(23): 24871-24902

[25]

G. Cheng, K.Liu,   T. Zhao*, Filtering of interval type-2 fuzzy time-delay systems under a   unified frame, Journal of Intelligent & Fuzzy Systems, 2017, 33(2):   1027-1039

[24]

X. Yang, Y. Luo, S. Chen, X.   Zhen, Q. Yu, K. Liu*, Dynamic MRI reconstruction from highly   undersampled (k, t)-space data using weighted Schatten p-norm regularizer of   tensor, Magnetic Resonance Imaging, 2017, 37(4): 260-272

[23]

H. Bian, K.   Liu*, Robustly decoding multiple-line-structured light in temporal   Fourier domain for fast and accurate three-dimensional reconstruction,   Optical Engineering, 2016, 55(9): 093110

[22]

H. Li, W. Wu*, X. Yang, B. Yan, K.   Liu,   G. Jeon, Multispectral image enhancement based on Retinex by using structure   extraction, In Chinese, Acta Physica Sinica, 2016, 65(16): 160701

[21]

Y. Song, W. Wu*, Z. Liu, X.   Yang, K.   Liu,   W. Lu, An adaptive pansharpening method by using weighted least squares   filter, IEEE Geoscience and Remote Sensing Letters, 2016, 13(1): 18-22

[20]

Y. Long, S. Wang, W. Wu, K.   Liu*, Robust and efficient decoding scheme for line structured light,   Optics and Lasers in Engineering, 2015, 75(12): 88-94

[19]

Y. Long, S. Wang, W. Wu, X.   Yang, G. Jeon, K. Liu*, Structured-light-assisted wireless digital   optical communications, Optics Communications, 2015, 355(11): 406-410

[18]

W. Gan, X. Wu*, W. Wu, 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 & Technology, 2015, 72(9): 37-51

[17]

Y. Long, S. Wang, W. Wu, X.   Yang, G. Jeon, K. Liu*, Decoding line structured light patterns by   using Fourier analysis, Optical Engineering, 2015, 54(7): 073109

[16]

L. Chen, Z. Wang, H. Cheng, J.   Zhang, Y. Cheng, H. You, Q. Luo, K. Liu*, Asynchronous probabilistic   neighbour discovery algorithm in mobile low-duty-cycle WSNs, Electronics   Letters, 2015, 51(13): 1031-1033

[15]

Y. Long, S. Wang, W. Wu, K.   Liu*, Accurate identification of saturated pixels for high dynamic range   measurement, Optical Engineering, 2015, 54(4): 043106

[14]

L. Chen, Y. Li, Y. Chen, K.   Liu*,   J. Zhang, Y. Cheng, H. You, Q. Luo, Prime-set-based neighbour discovery   algorithm for low duty-cycle dynamic WSNs, Electronics Letters, 2015, 51(6):   534-536

[13]

K. Liu*,   X. Luo, W. Wu, X. Yang, X. Zheng, Fast and accurate calibration algorithm for   laser pointer tracking via structured light illumination, Electronics Letters,   2014, 50(25): 1946-1948

[12]

L. Chen, X. Xiong, Y. Chen, K.   Liu*,   J. Zhang, Y. Jiang, F. Yin, Q. Luo, Why (n + 1)th-hop neighbours are more   important than nth-hop ones for localisation in multi-hop WSNs, Electronics   Letters, 2014, 50(22): 1646-1648

[11]

K. Wang, X. Wang, Z. Pan*, K.   Liu, A two-stage framework for 3D face reconstruction from RGBD Images,   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(8):   1493-1504

[10]

L. Chen*, X. Xiong, K.   Liu,   C. Wang, W. Zhou, Y. Cheng, Q. Luo, Y. Liu, POPA: localising nodes by   splitting PLA with nth-hop anchor neighbours, Electronics Letters, 2014,   50(13): 964-966

[09]

L. Chen*, M. Li, K.   Liu,   Z. Liu, J. Zhang, T. Peng, Y. Liu, Y. Xu, Q. Luo, T. He, Distributed   range-free localisation algorithm for wireless sensor networks, Electronics   Letters, 2014, 50(12): 894-896

[08]

K. Liu*,   S. Wang, D. L. Lau, K. E. Barner, F. Kiamilev, Nonlinearity calibrating   algorithm for structured light illumination, Optical Engineering, 2014,   53(5): 050501

[07]

Y. Zhou, K.   Liu*,   R. E. Carrillo, K. E. Barner*, F. Kiamilev, Kernel-based sparse   representation for gesture recognition, Pattern Recognition, 2013, 46(12):   3208-3222

[06]

Y. Wang, K.   Liu*,   Q. Hao, X. Wang, D. L. Lau, L. G. Hassebrook, Robust Active stereo vision   using Kullback-Leibler divergence, IEEE Transactions on Pattern Analysis and   Machine Intelligence, 2012, 34(3): 548-563

[05]

Y. Wang, K.   Liu*,   Q. Hao, D. L. Lau, L. G. Hassebrook, Period coded phase shifting strategy for   real-time 3-D structured light illumination, IEEE Transactions on Image   Processing, 2011, 20(11): 3001-3013

[04]

Y. Wang, K.   Liu*,   Q. Hao, D. L. Lau, L. G. Hassebrook, Maximum SNR pattern strategy for phase   shifting methods in structured light illumination, Journal of the Optical   Society of America A, 2010, 27(9): 1962-1971

[03]

D. L. Lau, K.   Liu*,   L. G. Hassebrook, Real-time three-dimensional shape measurement of moving   objects without edge errors by time synchronized structured illumination,   Optics Letters, 2010, 35(14): 2487-2489

[02]

K. Liu,   Y. Wang*, D. L. Lau, Q. Hao, L. G. Hassebrook, Dual-frequency pattern scheme   for high-speed 3-D shape measurement, Optics Express, 2010, 18(5): 5229-5244

[01]

K. Liu,   Y. Wang*, D. L. Lau, Q. Hao L. G. Hassebrook, Gamma model and its analysis   for phase measuring profilometry, Journal of the Optical Society of America   A, 2010, 27(3): 553-562

 

EI学术期刊:

[11]

田懿,包国琦,刘凯*,估计系统点扩散函数以降低相位测量轮廓术误差的研究,中国激光,2019465):0504003

[10]

赵涛,程冠鸿,刘凯*梁伟博,多性能指标下区间二型T-S模糊时滞系统的滤波器设计,控制与决策,2018336):989-998

[09]

敬雪平,郑秀娟*宋少莉,刘凯,一种计算机断层图像辅助的肾动态图像感兴趣区自动检测方法,生物医学工程学杂志,2017346):928-933

[08]

刘凯夏苗,杨晓梅*一种平面点集的高效凸包算法,工程科学与技术(原www.3499.com学报(工程科学版)),2017495):109-116

[07]

吴炜,王美洁,李智*李康丽,刘凯基于多传感器的红外图像超分辨光学精密工程20152310z):566-575

[06]

刘凯龙云飞王帅军,吴炜*杨晓敏,相位测量轮廓术中结合几何标定的非线性校正(英),强激光与粒子束,2015277):0710052

[05]

杨洋龙云飞,吴炜,杨晓敏,刘凯*消除相位测量轮廓术中多路径效应的影响 强激光与粒子束2015274):041013

[04]

李娜郑晓军,吴炜,刘凯*抑制相位测量轮廓术饱和误差相位融合算法强激光与粒子束20142612):121013

[03]

赵静吴炜郑晓军刘凯*一种校正相位测量轮廓术量化误差的算法强激光与粒子束20142611):111005

[02]

许晓畅王永昌刘凯*多路径模型对相位测量轮廓术的影响计算机辅助设计与图形学学报2014264):566-573

[01]

赵婧王永昌刘凯*一种抑制相位测量轮廓术饱和误差的方法中国激光20134010):1008001

 

EI学术会议:

Conference Publications

[09]

J. Song, Y-S. Ho, D. L. Lau, K.   Liu*, Universal phase unwrapping for phase measuring profilometry using   geometric analysis, 2018 SPIE Photonics West OPTO, San Francisco, USA,   2018.1.27-2.1

[08]

Y. Long, S. Wang, W. Wu, X.   Yang, G. Jeon, K. Liu*, Binary coding strategy for Fourier transform   profilometry, 2015 IEEE China Summit and International Conference on Signal   and Information Processing (ChinaSIP 2015), Chengdu, China, 2015.7.12-7.15

[07]

Y. Long, S. Wang, W. Wu, X.   Yang, G. Jeon, K. Liu*, Hybrid coding strategy for SNR improvement in   3-step phase measuring profilometry, 2015 IEEE China Summit and International   Conference on Signal and Information Processing (ChinaSIP 2015), Chengdu,   China, 2015.7.12-7.15

[06]

J. Zhao, Y. Wang, K. Liu*,   Study on phase error for partial intensity saturation in phase measuring   profilometry, 2013 IEEE China Summit and International Conference on Signal   and Information Processing (ChinaSIP 2013), Beijing, China, 2013.7.6-7.10

[05]

X. Xu, Y. Wang, K. Liu*,   Error reduction for the high-contrast regions in phase measuring   profilometry, 2013 IEEE China Summit and International Conference on Signal   and Information Processing (ChinaSIP 2013), Beijing, China, 2013.7.6-7.10

[04]

Y. Zhou*, K. Liu, K. E.   Barner, Non-rigid 3D shape recognition via dictionary learning, 2013 IEEE   International Conference on Acoustics, Speech and Signal Processing (ICASSP   2013), Vancouver, Canada, 2013.5.26-5.31

[03]

Y. Zhou*, K. Liu, J.   Gao, K. E. Barner, F. Kiamilev, High-speed structured light scanning system   and 3D gestural point cloud recognition, 2013 47th Annual Conference on   Information Sciences and Systems (CISS 2013), Baltimore, USA, 2013.3.20-3.22

[02]

K. Liu, Y.   Wang*, Phase channel multiplexing pattern strategy for active stereo vision,   2012 International Conference on 3D Imaging (IC3D 2012), Liège, Belgium,   2012.12.3-12.5

[01]

Y. Wang*, K. Liu, Q.   Hao, D. L. Lau, L. G. Hassebrook Multicamera phase measuring profilometry for   accurate depth measurement, 2007 SPIE Defense & Security Symposium,   Orlando, USA, 2007.4.10-4.12

 

授权发明专利:

Patents

[21]

刘凯,卢勇,一种硬件智能化的结构光三维扫描系统及方法,2016102559847,www.3499.com

[20]

刘凯,化文奇,郑宏博,胡子阳,许斌,高反光对象表面的结构光三维成像方法及系统,2018107390374,www.3499.com

[19]

刘凯,贾梦瑶,邹伟,边海栋,单线结构光解码方法及系统,2016109730297,www.3499.com

[18]

刘凯,夏苗,吴炜,杨晓敏,凸包获取方法及装置,2016107364120,www.3499.com

[17]

刘凯田懿,郑舟恒,杨晓梅,许斌,一种基于线性投影的监控视频鲁棒背景建模方法及装置,2016105075677www.3499.com

[16]

刘凯龙云飞,胡子阳许斌一种基于彩色正弦结构光编码的实时三维测量方法2014102207054www.3499.com

[15]

刘凯,郑宏博龙云飞余祥一种三维视觉重建方法2016100687766www.3499.com

[14]

刘凯宋健文王江刘怡光基于一维信息的专用投影机及其投影方法2016101865737www.3499.com

[13]

刘凯龙云飞刘怡光吴炜杨晓敏郑晓军用二进制编码策略实现傅里叶变换轮廓术的方法2014105542980www.3499.com

[12]

刘凯龙云飞吴炜杨晓敏许斌利用谐波幅值判定饱和的高动态三维测量方法2015101430938www.3499.com

[11]

刘凯龙云飞吴炜杨晓敏许斌基于二值相移图案的三维测量方法2015103013629www.3499.com

[10]

刘凯龙云飞郑晓军吴炜杨晓敏用相位计算实现线结构光三维测量的方法2014103587436www.3499.com

[09]

刘凯龙云飞一种用于线结构光三维测量的解码方法2014103297880www.3499.com

[08]

刘凯王江边海栋郑晓军吴炜杨晓敏一种基于最优四边形的快速指纹匹配方法2014105005980www.3499.com

[07]

刘凯罗雪玲郑晓军吴炜杨晓敏利用结构光技术实现的实时激光点追踪人机交互系统2014103547250www.3499.com

[06]

刘凯龙云飞郑晓军吴炜杨晓敏结合几何标定的相位测量轮廓术系统非线性校正方法2014104597721www.3499.com

[05]

刘凯孙伟文杨洋郑晓军吴炜杨晓敏一种减少相位测量轮廓术中多路径效应影响的方法2014105077156www.3499.com

[04]

刘凯孙伟文李娜利用相位融合算法修复饱和产生的相位误差的方法2014103170076www.3499.com

[03]

刘凯龙云飞郑晓军吴炜杨晓敏运用时间序列结构光技术实现投影显示几何校正的方法2014104422110www.3499.com

[02]

刘凯许晓畅一种降低摄像机多路径效应影响的相位融合方法2014100866589www.3499.com

[01]

K. Liu,   Y. Wang, D. L. Lau, L. G. Hassebrook, Dual-frequency Phase Multiplexing   (DFPM) and Period Coded Phase Measuring (PCPM) pattern strategies in 3-D   structured light systems, and Lookup Table (LUT) based real-time data   processing for phase measuring pattern strategies, US 8,947,677 B2, Feb. 3,   2015, University of Kentucky, USA

 

授权实用新型专利:

[08]

刘凯张翰三维重建系统2017205198681www.3499.com

[07]

刘凯程冠鸿王江赵涛一种图像采集系统2016210413556www.3499.com

[06]

刘凯卢勇一种无线结构光三维成像系统2016203434401www.3499.com

[05]

刘凯王江基于一维信息的高效专用投影机2016202519652www.3499.com

[04]

刘凯王前慧余祥基于相位轮廓术的相位和反射率的人脸识别装置201620144142Xwww.3499.com

[03]

郑秀娟敬雪平刘凯三维成像装置以及三维成像移动终端201621313399Xwww.3499.com

[02]

吴炜杨晓敏刘凯李红陶福煜一种基于红外光和可见光的探测装置201520598356Xwww.3499.com

[01]

吴炜杨晓敏刘凯陶福煜李红一种基于红外光和可见光的车辆调光装置2015205980627www.3499.com

 

人才培养

[06]

硕士研究生已毕业并获得学位30人,在读20人;博士研究生在读1

[05]

四川省科技创新苗子工程培育项目1

[04]

www.3499.com学术之星1

[03]

省级优秀毕业生2

[02]

获得国家奖学金8

[01]

www.3499.com一等奖学金7

 

学术任职

[09]

IEEE Signal Processing Letters副编辑(Associate   Editor

[08]

7届全国模式识别会议(CCPR2016)本地组织委员会主席(Local   Arrangements Chair

[07]

IEEE ChinaSIP2015 宣传主席(Publicity   Chair

[06]

CCBR2016ICVRV2016IEEE   GlobalSIP2015技术委员会成员

[05]

IEEEOSA等期刊审稿

[04]

IEEE高级会员(Senior Member

[03]

四川省有突出贡献的优秀专家

[02]

四川省特聘专家

[01]

第八届全国高校互换性与测量技术基础研究会常务理事

 

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