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Dr. Di Guo (Resume)
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Biosketch |
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Di Guo is an associate professor of Department of Computer Science and Technology in School of Computer and Information Engineering at Xiamen University of Technology in China. She received her B.S. degree and Ph.D. degree in Communication Engineering from Xiamen University, China, in 2005 and 2012 respectively. From 2009 to 2011, she worked as a visiting scientist in Dept. of Electrical Engineering at University of Washington, Seattle, USA. From May 2012, she is a faculty member (Associate Professor from July 2015 to current, and Assistant Professor from May 2012 to July 2015) at Xiamen University of Technology. Her research interests include signal processing in wireless sensor netowrks and communication, sparse signal and image processing, wavelets and other multi-scale transforms. Di Guo has been a member of IEEE and IEEE Women in Engineering. She was awarded IBM Distinguished Student Award in 2012, student grant for IEEE ISCAS 2012, Huawei Scholarship in 2011, Industrial & Commercial Bank of China Scholarship in 2009, and the 3rd Prize for the 4th National Postgraduates Mathematical Contests in Modeling in 2007. |
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Research Interests |
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Image and Signal Processing | ||||||||||
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Machine Learning and Artificial Intelligence | ||||||||||
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Medical Imaging and Big Data | ||||||||||
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Wireless Communication and Internet of Things | ||||||||||
Work Experience |
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Associate Professor, July 2015-current |
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Assistant Professor, May 2012-July 2015 |
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Education |
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Ph.D (Sept. 2008-April. 2012) |
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Visiting Scientist, Joint China&USA Ph.D Training (Oct. 2009-Oct. 2011), |
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M.S. Candidate (Sept. 2006-Sept. 2008) Department of Communication Engineering, Xiamen University, China. Advisor: Prof. Mingbo Xiao |
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B.S. (Sept. 2001-June 2005) |
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| Research Experiences | |||||||||||
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National Natural Science Foundation of China (No. 61302174) (08/2013-12/2016) |
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Natural Science Foundation of Fujian Province of China (No. 2016J05205) (04/2016-04/2019) |
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National Natural Science Foundation of China (No. 61302174) (01/2014-12/2016) |
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National Natural Science Foundation of China (No. 61672335) (01/2017-12/2020) |
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National Natural Science Foundation of China (No. 61601276) (01/2017-12/2019) |
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National Natural Science Foundation of China (No. 61201045) (01/2013-12/2015) Co-Investigator (PI: Prof. Xiaobo Qu) |
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Natural Science Foundation of Fujian Province of China (No. 2014J01256) (01/2013-12/2015) Co-Investigator (PI: Prof. Chaoqun Hong) |
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Sparsity-based missing data recovery in wireless sensor network (10/2009-08/2011) Department of Electrical Engineering, University of Washington, Seattle 98195, USA. Advisor: Prof. Ming-Ting Sun, Dr. Zicheng Liu |
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Compressive data transmission in wireless sensor Networks (10/2009-10/2011 ) |
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Compressed sensing for network and cognitive radio (06/2008-10/2009) Department of Communication Engineering, Xiamen University, Xiamen 361005, China. Advisor: Prof. Yan Yao, Dr. Lianfen Huang |
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Cross-layer optimization design in hybrid wireless mesh networks (10/2006-06/2008) Department of Communication Engineering, Xiamen University, Xiamen 361005, China. Advisor: Prof. Mingbo Xiao |
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Implementation of wireless video transmission system on ARM 9 (09/2004-07/2005) Department of Communication Engineering, Xiamen University, Xiamen 361005, China. Advisor: Prof. Jingwen Yan |
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| Teaching Experiences | |||||||||||
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Principles of Wireless Sensor Network (09/2012- current) |
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Principles of Computer Organization (09/2012- current) |
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Pre-job Training for Internet of Things(09/2012- current) |
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Comprehensive Training of Embedded Software Based on C/C++(09/2012- current) |
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Communication Principle (09/2012- current) |
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Network Protocol Analysis (02/2008-07/2008) |
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Professional English for Electrical Engineering (02/2007-07/2007) |
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Undergraduate Thesis Project (02/2008-06/2008) |
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| Professional Experiences | |||||||||||
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Membership: IEEE Student Member, IEEE Women in Engineering, IEEE Communications Society, IEEE Circuits and System Society |
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Referee: IEEE Trans. Mobile Computing, Progress In Electromagnetics Research |
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Prizes and Awards |
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12/2012, IBM Distinguished Student Award, China Scholarship Council | ||||||||||
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04/2012, IEEE ISCAS 2012 student grant (KRW550,000) | ||||||||||
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04/2012, Jiageng Award nomination (top 0.5%), Xiamen University | ||||||||||
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10/2009-10/2011, Fellowship of Postgraduates' Oversea Study Program for Building High-Level Universities, China Scholarship Council (CSC) | ||||||||||
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06/2011, Excellent Graduate (top 10%), Xiamen University | ||||||||||
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04/2011, Distinguished Student Paper in School of Information Science and Technology, Xiamen University | ||||||||||
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04/2011, Huawei Scholarship, Xiamen University | ||||||||||
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04/2009, Industrial & Commercial Bank of China Scholarship, Xiamen University | ||||||||||
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09/2008-09/2009, First Prize of Entrance Scholarship for Ph.D. Candidates, Xiamen University | ||||||||||
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09/2006-09/2008, Full Tuition Waiver for Graduate Students | ||||||||||
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12/2007, Third Prize for the 4th National Postgraduates Mathematical Contests in Modeling, China |
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06/2009, Second Prize for the 4th COMBA Cup "Wireless Change Life" Application Design Grand Prix | ||||||||||
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12/2008, Tri-excellent Student, Xiamen University | ||||||||||
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03/2008, Third Prize for the 3rd COMBA Cup "Wireless Change Life" Application Design Grand Prix | ||||||||||
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11/2003, Second Prize of Scholarship, Xiamen University | ||||||||||
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12/2002, Tri-excellent Student, Xiamen University | ||||||||||
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11/2002, Second Prize of Scholarship, Xiamen University | ||||||||||
Recent Publications |
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Xinlin Zhang, Hengfa Lu, Di Guo, Zongying Lai, Huihui Ye, Xi Peng, Bo Zhao, Xiaobo Qu*, Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization,IEEE Transactions on Medical Imaging, 41(9): 2486-2498, 2022. (SCI, JCR 1, IF: 11.037, TOP Journal) | ||||||||||
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Di Guo, Jingwen Yan, Xiaobo Qu. High quality multi-focus image fusion using self-similarity and depth information, Optics Communications, 338:138-144, 2015. (SCI&EI, JCR3, IF 1.54) | ||||||||||
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Di Guo, Xiaobo Qu, Meng Wu, Keshou Wu. A modified iterative alternating direction minimization algorithm for impulse noise removal in images, Journal of Applied Mathematics, Vol. 2014, Article ID 595782, 2014. (SCI, JCR3, IF 0.83) | ||||||||||
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Di Guo, Xiaobo Qu, Xiaofeng Du, Keshou Wu, and Xuhui Chen. Salt and Pepper noise removal with noise detection and a patch-based sparse representation, Advances in Multimedia, vol. 2014, Article ID 682747, 2014. (EI) | ||||||||||
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Di Guo, Zicheng Liu, Xiaobo Qu, Lianfen Huang, Yan Yao, Ming-Ting Sun. Sparsity-based online missing data recovery using overcomplete dictionary, IEEE Sensors Journal, vol.12, no.7,pp. 2485-2495, 2012. (SCI&EI, JCR3, IF 1.47) |
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Di Guo, Xiaobo Qu, Lianfen Huang, Yan Yao. Optimized local superposition in wireless sensor networks with t-average-mutual-coherence, Progress in Electromagnetics Research, 122, pp. 389-411, 2012. (SCI&EI, JCR2, IF 3.76) | ||||||||||
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Di Guo, Xiaobo Qu, Lianfen Huang, Yan Yao. Sparsity-based spatial interpolation in wireless wensor networks, Sensors, vol. 11, no. 3, pp. 2385-2407, 2011. (SCI, JCR2, IF 1.77) | ||||||||||
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Di Guo, Xiaobo Qu, Lianfen Huang, Yan Yao, Zicheng Liu, Ming-Ting Sun.Sparsity‐based online missing sensor data recovery, 2012 IEEE Int. Symp. Circuits and Systems-ISCAS'12, Seoul, Korea, May 20-23, 2012, pp.918‐921. (EI) (Oral presentation, win student grant KRW550,000) [Slides] |
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Di Guo, Xiaobo Qu, Mingbo Xiao, Yan Yao. Comparative analysis on transform and reconstruction of compressed sensing in sensor networks, in Int. Conf. Commun. and Mobile Computing, Jan. 6-8 2009, Kunming, China, pp.441-445. (EI) | ||||||||||
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Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian-Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu*. Hankel matrix nuclear norm regularized tensor completion for N-dimensional exponential signals, IEEE Transactions on Signal Processing, 65(14): 3702-3717, 2017. (SCI, JCR 2, IF 2.62) | ||||||||||
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Yunsong Liu, Zhifang Zhan, Jian-Feng Cai, Di Guo, Zhong Chen, Xiaobo Qu.Projected iterative soft-thresholding algorithm for tight frames in compressed sensing magnetic resonance imaging, IEEE Transactions on Medical Imaging, DOI:10.1109/TMI.2016.2550080, 2016.(SCI, JCR 2, IF 3.85) | ||||||||||
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Zhifang Zhan, Jian-Feng Cai, Di Guo, Yunsong Liu, Zhong Chen, Xiaobo Qu. Fast multiclass dictionaries learning with geometrical directions in MRI reconstruction,IEEE Transactions on Biomedical Engineering, 63(9): 1850-1861, 2016. (SCI, JCR 2, IF 2.35) | ||||||||||
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Jing Ye, Xiaobo Qu, Hua Guo, Yunsong Liu, Di Guo, Zhong Chen, Patch-based directional redundant wavelets in compressed sensing parallel MRI with radial sampling trajectory, Journal of Medical Imaging and Health Informatics, 6:387-398, 2016. (SCI, JCR 4, IF 0.64) | ||||||||||
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Zongying Lai#, Xiaobo Qu#, Yunsong Liu, Di Guo, Jing Ye, Zhifang Zhan, Zhong Chen. Image reconstruction of compressed sensing MRI using graph-based redundant wavelet transform, Medical Image Analysis, 27: 93-104, 2016 (# denotes co-first authorship) (SCI, JCR 1, 3-Year IF 4.09) | ||||||||||
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Qiyue Li, Xiaobo Qu, Yunsong Liu, Di Guo, Zongying Lai, Jing Ye, Zhong Chen, Accelerating patch-based directional wavelets with multicore parallel computing in compressed sensing MRI, Magnetic Resonance Imaging, vol. 33, no. 5, pp. 649-658, 2015. (SCI, JCR 4, IF 2.02) | ||||||||||
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Yunsong Liu, Jian-Feng Cai, Zhifang Zhan,Di Guo,Jing Ye,Zhong Chen, Xiaobo Qu. Balanced sparse model for tight frames in compressed sensing magnetic resonance imaging, PLoS ONE, 10(4): e0119584, 2015. (SCI, JCR 2, IF 3.53) | ||||||||||
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Lei Liu, Jingwen Yan, Xianwei Zheng, Hong Peng, Di Guo, Xiaobo Qu. Karhunen-Loève transform for compressive sampling hyperspectral images, Optical Engineering, vol. 54, no. 1, 014106, 2015.(SCI&EI, JCR 4, IF 0.96) | ||||||||||
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Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Jianhui Zhong, Zhong Chen. Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator, Medical Image Analysis, vol. 18, no. 6, pp. 843-856, 2014. (SCI&EI, JCR1, 3-Year IF 4.09) | ||||||||||
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Qiyue Li, Xiaobo Qu, Yunsong Liu, Di Guo, Jing Ye, Zhifang Zhan, Zhong Chen. Parallel computing of patch-based nonlocal operator and its application in compressed sensing MRI, Computational and Mathematical Methods in Medicine, vol. 2014, Article ID 257435, 2014. (SCI, IF 0.791) | ||||||||||
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Lei Liu, Jingwen Yan, Di Guo, Yunsong Liu, Xiaobo Qu. Undersampled hyperspectral image reconstruction based on surfacelet transform, Journal of Sensors, DOI:10.1155/2014/256391, 2014. (SCI) | ||||||||||
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Xiaobo Qu, Lei Li, Di Guo. Multi-focus image fusion with structure-driven adaptive regions, The 6th International Conference on Internet Multimedia Computing and Service-ICIMCS’14, pp. 86-89, Xiamen, China, 10th -12th, July, 2014. (EI) | ||||||||||
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Bende Ning, Xiaobo Qu, Di Guo, Changwei Hu, Zhong Chen. Magnetic resonance image reconstruction using trained geometric directions in 2D redundant wavelets domain and non-convex optimization, Magnetic Resonance Imaging, 31(9):1611-1622, 2013. (SCI, JCR4, IF 2.06) | ||||||||||
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Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Zhong Chen. Magnetic resonance image reconstruction using similarities learnt from multi-modal images, 1st IEEE China Summit & International Conference on Signal and Information Processing-ChinaSIP'13, 6th – 10th, July, 2013, pp.264-268.(EI) | ||||||||||
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Xiaobo Qu, Di Guo, Bende Ning, Yingkun Hou, Yulan Lin, Shuhui Cai, Zhong Chen. Undersampled MRI reconstruction with patch-based directional wavelets, Magnetic Resonance Imaging, vol. 30, no. 7, pp.964-977, 2012. (SCI, JCR4, IF 2.21) | ||||||||||
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Xiaobo Qu, Di Guo, Xue Cao, Shuhui Cai and Zhong Chen. Reconstruction of self-sparse 2D NMR spectra from undersampled data in indirect dimension, Sensors, vol. 11, no. 9, pp. 8888-8909, 2011. (SCI, JCR2, IF 1.77) | ||||||||||
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Changwei Hu, Xiaobo Qu, Di Guo, Lijun Bao, Zhong Chen. Wavelet-based edge correlation incorporated iterative reconstruction for undersampled MRI, Magnetic Resonance Imaging, vol.29, no.7, pp. 907-915, 2011. (SCI, JCR4, IF 2.21) | ||||||||||
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Xiaobo Qu, Xue Cao, Di Guo, Changwei Hu and Zhong Chen. Combined sparsifying transforms for compressed sensing MRI, Electronics Letters, vol.46, no.2, pp.121-123, 2010. (SCI&EI, JCR3, IF 1.07) |
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Xiaobo Qu, Weiru Zhang, Di Guo, Congbo Cai, Shuhui Cai, Zhong Chen. Iterative Thresholding Compressed Sensing MRI based on Contourlet Transform, Inverse Problems in Science and Engineering, vol.18, no.6, pp.737-758, 2010. (SCI&EI, JCR4, IF 0.69) | ||||||||||
Personal Skills |
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Programming: MATLAB, C++ | ||||||||||
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Language: Certificate of PETS Level 5(written: 60/100, listening: 25/30, oral: 4/5) 12/2007 | ||||||||||
Collaborators |
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Ming-Ting Sun, Professor, IEEE Fellow, University of Washington,USA | ||||||||||
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Zicheng Liu, Senior Researcher, IEEE Fellow, Microsoft Research (Redmond), USA | ||||||||||
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Yan Yao, Profesor, Senior member of IEEE, Xiamen University, Tsinghua University, China | ||||||||||
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Lianfen Huang, Professor, Xiamen University, China | ||||||||||
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Zhong Chen, Professor, Xiamen University, China | ||||||||||
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Jingwen Yan, Professor, Shantou University , China | ||||||||||
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Xuhui Chen, Professor, Xiamen University of Technology | ||||||||||
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Keshou Wu, Professor, Xiamen University of Technology | ||||||||||
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Shunzhi Zhu, Professor, Xiamen University of Technology | ||||||||||
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Xiaofeng Du, Assistant Professor, Xiamen University of Technology | ||||||||||
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Xiaobo Qu, Associate Professor, Member of IEEE, Xiamen University, China | ||||||||||