|
|
|||
郭迪 博士 (简历)
|
||||
| |||||||||||||
个人简介 |
|||||||||||||
郭迪 博士，副教授、硕士生导师。2005年获厦门大学通信工程系学士学位，2012年6月获厦门大学通信与信息系统博士学位（导师: 姚彦 教授，清华大学 教授/厦门大学 兼职教授）。2009年10月-2011年10月，美国University of Washington电子工程系做联合培养博士生(美方导师:Prof. Ming-Ting Sun, IEEE Fellow)。 2012年5月加入厦门理工学院计算机与信息工程学院计算机科学与技术系、福建省高校物联网重点实验室，2015年7月晋升副教授，主持国家自然科学基金、省重点实验室开放基金等，并参与多项国家和福建省自然科学基金。曾获第25届IEEE电路与系统年会（ISCAS 2012）学生资助奖、国家留学基金委“IBM 中国优秀学生奖学金”等。发表期刊论文16篇，会议论文3篇，其中15篇被SCI收录，4篇被EI收录，发表的期刊包括传感网权威期刊IEEE Sensors Journal、医学图像处理权威期刊Medical Image Analysis等，多次受邀为IEEE Trans. Mobile Computing、Progress in Electromagnetics Research、电子信息学报等国内外知名期刊审稿等。研究兴趣主要包括：图像与信号处理，机器学习与人工智能，医学成像与应用，无线通信与物联网。 |
|||||||||||||
研究兴趣 |
|||||||||||||
 |
图像与信号处理 |
||||||||||||
|
机器学习与人工智能 |
||||||||||||
|
医学成像与大数据 | ||||||||||||
|
无线通信与物联网 | ||||||||||||
工作经历 |
|||||||||||||
|
副教授，2015年7月-至今 |
||||||||||||
|
讲 师，2012年5月-2015年7月 |
||||||||||||
教育背景 |
|||||||||||||
|
|||||||||||||
|
访问科学家, 中美联合博士生培养(2009年10月-2011年10月) |
||||||||||||
|
硕士研究生阶段 (2006年9月-2008年9月) 厦门大学 通信工程系 导师: 肖明波 教授 |
||||||||||||
|
本科 (2001年9月-2005年6月) |
||||||||||||
| 科研项目 | |||||||||||||
|
|||||||||||||
|
福建省自然科学基金(No. 2016J05205) (2016年4月-2019年4月) 主持人 |
||||||||||||
|
厦门市产学研协同创新及科技合作项目(No. 3502Z20183053) (2018年3月-2020年3月) 主持人 |
||||||||||||
|
国家自然科学基金(No. 61672335) (2017年1月-2020年12月) 第2 （主持人: 闫敬文） |
||||||||||||
|
国家自然科学基金(No. 61601276) (2017年1月-2019年12月) 第2 （主持人: 刘蕾） |
||||||||||||
|
福建省自然科学基金(No. 2014J01256) (2014年1月-2016年12月) 第3 （主持人: 洪朝群） |
||||||||||||
|
国家自然科学基金(No. 61201045) (2013年1月-2015年12月) 第4 （主持人: 屈小波） |
||||||||||||
| 教学经历 | |||||||||||||
|
通信原理 (春季学期) | ||||||||||||
|
无线传感网络 (秋季学期) |
||||||||||||
|
计算机组成原理 (秋季学期) |
||||||||||||
|
物联网临就业培训 (夏季学期) | ||||||||||||
|
基于C/C++的嵌入式软件综合实训 (夏季学期) | ||||||||||||
|
网络协议分析 (2008年2月-2008年7月) |
||||||||||||
|
电子工程专业英语 (2007年2月-2007年6月) |
||||||||||||
|
网络课程建设项目《计算机组成原理》 |
||||||||||||
| 学术服务 | |||||||||||||
|
会员: IEEE Student Member, IEEE Women in Engineering, IEEE Communications Society, IEEE Circuits and System Society |
||||||||||||
|
审稿人: IEEE Trans. Mobile Computing, Progress In Electromagnetics Research , 电子信息学报等 |
||||||||||||
获奖荣誉 |
|||||||||||||
|
2012年12月, IBM中国优秀学生奖学金, 国家留学基金委 | ||||||||||||
|
2012年10月, 厦门市留学人员, 厦门市留学人员管理中心 | ||||||||||||
|
2012年5月, 学生资助奖(KRW550,000), 第25届IEEE电路与系统年会（ISCAS 2012） | ||||||||||||
|
2011年4月, 华为奖学金, 厦门大学 | ||||||||||||
|
2009年10月-2011年10月, 国家建设高水平大学公派研究生, 国家留学基金委 | ||||||||||||
|
2009年4月, 工商银行奖学金, 厦门大学 | ||||||||||||
|
2007年12月, 第四届 全国研究生数学建模竞赛三等奖 |
||||||||||||
发表论文 |
|||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) |
||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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] |
||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) | ||||||||||||
|
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) |
||||||||||||
|
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) | ||||||||||||
|
郭迪, 王琨, 屈小波.基于Clark-Wright算法的邮路规划和邮车调度.福建电脑, 2: 90-91, 2008. | ||||||||||||
|
章书勤, 郭迪,肖明波.无线传感器网络数据传输及融合技术,现代电子技术, 05（18)：188-191, 2009. | ||||||||||||
合作者 |
|||||||||||||
|
Ming-Ting Sun 教授, IEEE Fellow, University of Washington,USA | ||||||||||||
|
Zicheng Liu 高级研究员, IEEE Fellow, Microsoft Research (Redmond), USA | ||||||||||||
|
姚 彦 教授, 清华大学 | ||||||||||||
|
黄联芬 教授, 厦门大学 | ||||||||||||
|
闫敬文 教授, 汕头大学 | ||||||||||||
|
陈旭辉 教授, 厦门理工学院 | ||||||||||||
|
吴克寿 教授, 厦门理工学院 | ||||||||||||
|
朱顺痣 教授, 厦门理工学院 | ||||||||||||
|
杜晓凤 助理教授, 厦门理工学院 | ||||||||||||
|
屈小波 副教授, 厦门大学 | ||||||||||||
