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EVENTS



  • April 2021:Professor Qu Xiaobo's team won the National Second Prize in the 2021 digital China innovation competition.
  • April 2021: Professor Qu Xiaobo gave a speech as an excellent alumni during the school anniversary - "my information road".
  • April 2021: The opening ceremony of the contract between the Xiamen University and the Biomedical Intelligent Cloud R & D Center of China Mobile Xiamen Branch was held successfully.
  • March 2021: Congratulations! Computational Sensing Laboratory artificial intelligence ultra-fast magnetic resonance spectroscopy selected for Nature Xiamen University Centennial special issue.
  • March 2021: The Xiamen University has established a Biomedical Intelligent Cloud Research and Development Center in cooperation with China Mobile's Fujian Branch in Xiamen
  • August 2020: Congratulations ! Tianyu Qiu and others for the successful acceptance of the MRC invited review on the magnetic resonance spectrum reconstruction of the low-rank Hankel matrix.
  • August 2020: Congratulations ! Tieyuan Lu's graduation thesis successfully accepted by JMR.
  • May 2020:Congratulations to Yiman Huang and Tieyuan Lu for successfully passing the master's graduation reply, and wish them a bright future.
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  • Apr 2020:Congratulations to Dicheng Chen and Zi Wang for his paper is published by Chemistry-A European Journal.Information of this paper is:Dicheng Chen#,Zi Wang#,Di Guo,Vladislav Orekhov, Xiaobo Qu*, Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy,Chemistry-A European Journal, DOI: 10.1002/chem.202000246, 2020. (SCI, JCR 2, TOP Journal, IF 5.2)14
  • March 2020:Congratulations to Xinlin Zhang for her paper is published by Medical Image Analysis.Information of this paper is:Xinlin Zhang,Di Guo,Yiman Huang,Ying Chen, Liansheng Wang,Feng Huang, Qin Xu, Xiaobo Qu*,Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI, Medical Image Analysis, 63: 101687, 2020.(SCI, JCR 2, IF 8.88, TOP Journal)14
  • February 2020: Congratulations ! Hengfa Lu was admitted to the Graduate School of The University of Texas at Austin for Ph.D. studies in Biomedical Engineering.
  • Jan 2020:Congratulations to Yiman Huang for his paper is published by Journal of Magnetic Resonance. Information of this paper is: Yiman Huang, Xinlin Zhang,Hua Guo ,Huijun Chen,Di Guo,Feng Huang, Qin Xu, Xiaobo Qu*,Phase-constrained reconstruction of high-resolution multi-shot diffusion weighted magnetic resonance image, Journal of Magnetic Resonance, 312, article 106690, 2020.(SCI, JCR 2, IF 2.69)14
  • Jan 2020:Congratulations to Yonggui Yang for his paper is published by BMC Medical Imaging. Information of this paper is:Yonggui Yang, Xiaobo Qu,Yihui Huang,Khan Afsar, Gen Yan, Gang Guo*, Shaoyin Duan*,Preliminary application of 3.0 T magnetic resonance chemical exchange saturation transfer imaging in brain metastasis of lung cancer, BMC Medical Imaging, 20(1):4, 2020.(SCI, JCR 4, IF 1.62)
  • Sep 2019:Congratulations to Xiaobo Qu for his paper is published by top journal Angewandte. Information of this paper is:Xiaobo Qu*, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Tatiana Agback, Vladislav Orekhov, Zhong Chen*, Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning,Angewandte Chemie International Edition,DOI:10.1002/anie.201908162,2019. (SCI, JCR 1, TOP Journal, IF 12.26)
  • Aug 2019: Congratulations to Professor Xiaobo Qu for receiving the National Natural Science Foundation of China "Sparse Representation-based Deep Learning Fast Magnetic Resonance Imaging and it's applications" (No.61971361).
  • Aug 2019: Congratulations to Zongying Lai for receiving the National Natural Science Foundation Youth Project of China "Graph-based multi-contrast magnetic resonance image reconstruction method" (No.61901188).
  • Aug 2019: Welcome Dicheng Chen and Zi Wang to join CSG.
  • Jun 2019: Congratulations to Zifei Zhang on successfully defending his master thesis, and wish him a bright future in the career.
  • March 2019: Congratulations to Jiaxi Ying for his master's thesis won the 2018 China Electronics Society Excellent Master's Thesis Award!click here for more information
  • January 2019: Congratulations to Xiaobo Qu on the promotion to the full professor
  • Dec 2018: Congratulations to Hong Zheng on successfully defending her doctoral thesis, and wish her a bright future in the career.
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  • Oct 2018:Weiming Lin's paper is published by Frontiers in Neuroscience. Information of this paper is:Weiming Lin, Tong Tong, Qinquan Gao, Di Guo, Xiaofeng Du, Yonggui Yang, Gang Guo, Min Xiao, Min Du*, Xiaobo Qu*, Convolutional neural networks-based MRI image analysis for the Alzheimer’s disease prediction from Mild cognitive impairment, Frontiers in Neuroscience, DOI: 10.3389/fnins.2018.00777, 2018. (SCI, JCR 2, IF 3.88,)
  • Sept 2018: Welcome Yihui Huang,Jinkui Zhao,Wanqi Hu,Dongbao Liu and Yuhan Hu to join CSG.
  • Sept 2018:Jiaxi Ying's paper is published by IEEE Transactions on Signal Processing.Information of this paper is:Jiaxi Ying, Jian-Feng Cai, Di Guo, Gongguo Tang,Zhong Chen, Xiaobo Qu*,Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery-Application in Fast NMR Spectroscopy,IEEE Transactions on SignalProcessing , 66(21):5520-5533, 2018.
  • Aug 2018:Xiaobo Qu's paper is published by Chemical Communications.Information of this paper is:Xiaobo Qu*, Tianyu Qiu, Di Guo, Hengfa Lu, Jiaxi Ying, Ming Shen, Bingwen Hu, Vladislav Orekhov, Zhong Chen,High-fidelity spectroscopy reconstruction in accelerated NMR , Chemical Communications , 54(78): 10958-10961, 2018. (SCI, JCR 1, IF 6.29,)
  • Aug 2018:Welcome Dr. Tian Lin (Electronic Information Department of Yili Normal University) to visit CSG for one year through the “Ministry of Education of the Ministry of Education for the Young Teachers of the Mainland”.
  • July 2018: Assistant professor at the Georgia Tech University Wenjing Liao visited Computational Sensing Group, click here for more information.
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  • June 2018: Postdoctoral Fellow at the University of Michigan Dr. Saiprasad Ravishankar visited Computational Sensing Group, click here for more information.
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  • June 2018: Associate Professor Yuejie Chi from Carnegie Mellon University visited Computational Sensing Group and gave lectures about low-rank estimation, click here for more information.
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  • May 2018: Congratulations to Hengfa Lu with outstanding achievements through master thesis defense, and wish his a bright future.
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  • Apr 2018:Congratulations to Xiaobo Qu win the Yici He Chair Professor Award of Xiamen University(second from the right).
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  • Mar 2018: Xiaobo Qu was invited to be the Associate Editor of journal IEEE Transactions on Computational Imaging.
  • Dec 2017: Congratulations to Zongying Lai through doctor thesis defense, and wish her a bright future.
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  • October 2017: Welcome Yiman Huang,Tieyuan Lu to join CSG.
  • October 2017: Congratulations to Xinlin Zhang and Tianyu Qiu on starting their journey of Ph.D. Candidate.Wish them everything goes well and achieve their study successfully.
  • July 2017: Xiaobo Qu, Hengfa Lu attended The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC’17,held in Jeju Island, Korea. Xiaobo Qu served as Session Chairs of “MRI Image Reconstruction” and “Ignite Session F-03”, and gave an oral presentation on the context of the paper published by the conference. Information of this paper is: Xiaobo Qu*, Jiaxi Ying, Jian-Feng Cai, Zhong Chen. Accelerated magnetic resonance spectroscopy with Vandermonde factorization, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC’17, pp. 3537-3540, July 11-15, Jeju Island, Korea, 2017. (EI).Hengfa Lu also gave an oral presentation on the context of the paper published by the conference. Information on this paper is: Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Di Guo, Zhong Chen, Xiaobo Qu*.A low rank Hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC’17, pp. 3269-3272, July 11-15, Jeju Island, Korea, 2017. (EI)
  • July 2017: Zongying Lai's paper is published by Magnetic Resonance Imaging. Information of this paper is: Zongying Lai, Xiaobo Qu*, Hengfa Lu, Xi Peng, Di Guo, Yu Yang, Gang Guo, Zhong Chen*, Sparse MRI reconstruction using multi-contrast image guided graph representationMagnetic Resonance Imaging, 43:95-104, 2017. (SCI, JCR 4, IF 2.23)
  • July 2017: Associate Professor Jian-Feng Cai from Hong Kong University of Science and Technology visited Computational Sensing Group, click here for more information.
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  • June 2017: Hengfa Lu's paper is accepted by IEEE Transactions on Biomedical Engineering. Information of this paper is: Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu*, Low rank enhanced matrix recovery of hybrid time and frequency data in fast magnetic resonance spectroscopy, IEEE Transactions on Biomedical Engineering, 10.1109/TBME.2017.2719709, 2017. (SCI, JCR 2, IF 3.58)
  • June 2017: Congratulations to Zhifang Zhanand Jiaxi Ying with outstanding achievements through master thesis defense, and wish them a bright future.
    答辩委员会 小波_运松
  • June 2017: Congratulations on Yunsong Liu being awarded Excellent M.S. Thesis in Fujian Province of China.
  • May 2017: Congratulations on Yunsong Liu 's admission to the Department of Electrical Engineering at University of Southern California as a Ph.D. student.
  • March 2017: Jiaxi Ying's paper is accepted by IEEE Trans. Signal Processing. Information of this paper is: 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)
  • March 2017: Congratulations to Xiaobo Qu for obtaining authorization of a patent. Information of the patent is: Xiaobo Qu, Zhifang Zhan, Yunsong Liu, Di Guo, Zhong Chen, An iterative reconstruction method for magnetic resonance imaging, China State Intellectual Property Office, ZL201510181018.0, application date: April 16, 2015, authorization date: March 15, 2017.
  • January 2017: Hong Zheng's Paper is accepted by BMC Medical Imaging. Information of this paper is: Hong Zheng, Xiaobo Qu*, Zheng-Jian Bai, Yunsong Liu, Di Guo, Jiyang Dong, Xi Peng, Zhong Chen*, Multi-contrast brain magnetic resonance image super-resolution using the local weight similarityBMC Medical Imaging, 17(1), DOI: 10.1186/s12880-016-0176-2, 2017. (SCI, JCR 4, IF 1.66)
  • December 2016: Congratulations to Zhifang Zhan who is awarded Graduate National Scholarship.
  • October 2016: Congratulations to Zhong Chen (PI) and Xiaobo Qu (Co-PI) for the project granted by the National Natural Science Foundation of China (No. U1632274).
  • September 2016: Welcome Xinlin Zhang and Tianyu Qiu joined CSG.
  • August 2016: Congratulations to Yu Yang for her project granted by the National Natural Science Foundation of China (No. 61601386).
  • May 2016: Congratulations on Yunsong Liu and Jing Ye with outstanding achievements through master thesis defense, and wish them a bright future.
    答辩委员会 小波_运松
  • March 2016: Yunsong Liu's Paper is accepted by IEEE Trans. Medical Imaging. Information of this paper is: 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)
  • March 2016: Xiaobo Qu, Yunsong Liu, and Jiaxi Ying attended The 41st IEEE International Conference on Acoustics, Speech and Signal Processing-ICASSP'16, held at Shanghai, China. Xiaobo Qu gave oral presentation on "Spread spectrum compressed sensing MRI using chirp radio frequency pulses" during the meeting and his paper was accepted by ICASSP'16 . Informationof this paper is:Xiaobo Qu, Ying Chen, Xiaoxing Zhuang, Zhiyu Yan, Di Guo, Zhong Chen. Spread spectrum compressed sensing MRI using chirp radio frequency pulses, The 41st IEEE International Conference on Acoustics, Speech and Signal Processing-ICASSP’16, Shanghai, China, 20th -25th, March, pp.689-693, 2016.
    Photos of CSG members attending ICASSP'16.
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  • January 2016: Congratulations to Yunsong Liu who is awarded Graduate National Scholarship.
  • December 2015: Professor Zhi-Pei Liang (IEEE Fellow / ISMRM Fellow) from University of Illinois at Urbana-Champaign visited Computational Sensing Group, click here for more information.
  • November 2015: Zhifang Zhan's paper is accepted by IEEE Transactions on Biomedical Engineering. Information of this paper is: Zhifang Zhan, Jian-Feng Cai, Di Guo, Yunsong Liu, Zhong Chen,Xiaobo Qu*.Fast multi-class dictionaries learning with geometrical directions in MRI reconstruction,IEEE Transactions on Biomedical Engineering, DOI:10.1109/TBME.2015.2503756, 2015. (SCI,JCR 2,IF 2.35)
  • November 2015:Zongying Lai's paper is published by Medical Image Analysis. Information of this paper is: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).
  • July 2015: Jing Ye's Paper is accepted by Journal of Medical Imaging and Health Informatics. Information of this paper is: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.
  • May 2014: Dr. Xiaobo was invited to join theeditorial boardof journal "Quantitative Imaging in Medicine and Surgery" which is indexed by PubMed.
  • May 2014: Qiyue Li and Xiaobo Qu, attended theJoint Annual Meeting ISMRM-ESMRMB 2014,held at Milano in Italy and presented one poster on Chirp pulse-based spread spectrum compressed sensing MRI and another poster on NMR data processing app on IPAD.
  • May 2014: Yunsong Liu, Jing Ye, and Xiaobo Qu, attended the2014 IEEE International Symposium on Biomedical Imaging,held at Beijing in China and presented two posters on MRI image reconstruction.
  • February 2014: Dr. Xiaobo Qu was invited to give 2 hour presentation on sparse image reconstruction atSchool of Optoelectronic EngineeringinChongqing University. This talk was supported by visiting scholar fund of Key Laboratory of Optoelectronic Technology&Systems at Chongqing University.
  • February 2014: Dr. Xiaobo Qu was invited to beassociate editorofBMC Medical Imaging, an open access journalindexed by ISI Web of Science.
  • January 2014: Dr. Xiaobo Qu won the Outstanding Class Teacher in the School of Physics and Mechanical & Electrical Engineering.
  • December 2013: In the 2013 National Electrical Engineering Mathematical Modeling Contest, Two Groups won the 2nd Class Awards, One Group won the 3rd Class Awards, Three groups won the Successful Participants. Dr. Xiaobo Qu served as the faculty advisor. Recipients are
  • Xingyu Li, Zhe Qu, Shiyao Liu(2nd Class Award )
  • Yao Xiao, Jiayang Jiang, Wenxun Wang (2nd Class Award )
  • Ruitan Cheng, Muyun Yan, Meifang Zhu (3rd Class Award)
  • Wei Luo, Chuyu Wen, Youyue Zhang (Successful Participants )
  • Hui Wang, Senlei Li, Xinyu Ma (Successful Participants )
  • December 2013: Dr. Xiaobo Qu won 2nd award of the 8th teaching competion for young faculties at Xiamen University.
  • October 2013: Xiaobo Qu's paper is accepted by Medical Image Analysis. Information of this paper is: 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, in press,http://dx.doi.org/10.1016/j.media.2013.09.007, 2013. (SCI, JCR 1, IF 4.09).Note: Medical Image Analysis is the premier journal on medical image analysis focusing on applications of computer vision, virtual reality and robotics to biomedical imaging problems. The five-year impact factor of MedIA is 4.66 and its impact factor in 2013 is 4.09.
  • October 2013, congratulations toZhifang Zhanand Bingjie Huang winning the admissions to be graduation sutdents in Universities in China without examination for their excellent performance as B.S. in Xiamen University.
  • August 2013: The proposal "Topology-based Sparse Recovery of Multimodal Data in Wireless Sensor Networks" was granted by National Natural Science Foundation of China with Grant No. 61302174. The PI is Dr.Di Guo, and Dr. Xiaobo Qu is the co-PI.
  • August 2013: One co-author paper is accepted by Electronics Letters (Haoli Wang, Jianwu Li*, Xiaobo Qu, Zhengchao Dong.Fast iterative contourlet thresholding for compressed sensing MRI, Electronics Letters, in press, 2013).
  • July 2013: The proposal "Fast and high-resolution magnetic resonance microscopy with sparse signal processing" was granted by Xiamen University with Grant No. 2013SH002. Dr. Xiaobo Qu is the PI.
  • July 2013: Dr. Xiaobo Qu attended the IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP)held at Beijing and gave oral presentation on "Magnetic resonance image reconstruction using similarities learnt from multi-modal images". The corresponding conference paper is "Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Zhong Chen. Magnetic resonance image reconstruction using similarities learnt from multi-modal images, 2013 IEEE China Summit and International Conference on Signal and Information Processing-ChinaSIP'13, 6th – 10th , July, 2013, pp.264-268."
  • July 2013: Bende Ning's paper is accepted by Magnetic Resonance Imaging (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, DOI: 10.1016/j.mri.2013.07.010, in press, 2013).
  • July 2013: Prof.Ming-Ting Sun, Professor of Department of Electrical Engineering at University of Washington and IEEE Fellow, vsited "Compuational Imaging Group" (CIG) and "Research Center of Magnetic Resonance and Medical Imaging". He gave talks on "Research and Publishing Papers in High Quality Journals". See the photos (WithCIG,MRI center, Dr.Xiaobo Qu).
  • June 2013:Bende Ning, a co-supervised master student byProf. Zhong Chenand me, successfully passed the defense for Master's Thesis.
  • June 2013: Xiaoxing Zhuang, Yunsong Liu and Zhiyu Yan won the Distinguished Undergraduate Thesis, They are research assistants of CIG.
  • April 10, 2013, In the 2013 Mathematical Contest in Modeling (MCM), Hui Wang, Yuexin Zhou and Xingqiang Chen won the Meritorious Winner (15%); Mingzhang Zhu, Linxi Li and Guandan Chen won the Successful Participants (55%). Dr. Xiaobo Qu served as faculty advisor. See the Awards here (Hui's team,Mingzhang's team). See more results on the officialMCM website.
  • March 1-3, 2013, Zongying Lai, Yunsong Liu and Xiaobo Qu attended the Workshop on MR Image Reconstruction held at Shenzhen, China. Dr. Xiaobo Qu met with Prof. Zhi-Pei Liang (University of Illinois at Urbana-Champaign), Prof. Leslie Ying (State University of New York at Buffalo), Prof. Dong Liang (Chinese Academy of Sciences), Prof. Xi Peng (Chinese Academy of Sciences), and Dr. Feng Huang (Philips Research China). See the photos (a,b,c).
  • December 13, 2012, Dr. Feng Huang, Principal scientist in Philips Research China, will give his talk "Multi-contrast reconstruction in the context of parallel imaging" in our group.(See the detailed information
  • December 2012, Xiaobo Qu was invited to review a paper from IEEE Transactions on Image Processing.
  • December 2012, Bende Ning and his group won the Third Prize Award in the 9th National Postgraduates Mathematical Contests in Modeling of China. Xiaobo Qu is the faculty advisor of Bende's group. See the official announcement athttp://phd.sjtu.edu.cn/news_show.php?id=56. (Award lists)
  • November 2012, Dr. Xiaobo Qu was invited to review the papers from ISMRM 2013.
  • November 2012, congratulations to Zongying whose daughter Jingyi was born in November. All the best for the whole family O(∩_∩)O
  • The CI group attended the 4th Cross-Straint Magnetic Resonance Symposium held from Oct. 20 to Oct. 24, and the 17th National Magnetic Resonance Spectroscopy Conference in China held from Oct. 23 to Oct. 26 at Xiamen University in China. Dr. Xiaobo Qu served as the secretaries of these two conferences and gave a 15 minutes oral presentation on "Similarity-based undersampled MRI reconstruction with PANO".
  • October 2012, Yunsong Liu is recommended as one candidate of National Scholarship for Encouragement.
  • September 2012, congratulations to Yunsong Liu, Zhiyu Yan and Xiaoxing Zhuang on winning the admissions to be graduation sutdents in Xiamen University without examination for their excellent performance as B.S.
  • September 2012, Xiaobo Qu was invited to give presesentation on spasity-based fast MRI with inhomogeneous magnetic field at Department of Radiology, Xiamen No.2 Hospital.
  • September 2012, Xiabo Qu was invited to review a paper fromIEEE Sensors Journal.
  • August, Xiaobo Qu was conformed as master student supervisor at Department of Electronic Science in Xiamen University. This news is athttp://yjsy.xmu.edu.cn/hy/show.asp?id=3484. Therefore, Xiaobo can recruit Master Stduent from September in 2013. Our group is seeking for excellent students with a strong motivation and enthusiasm in developing signal processing, computation methods in medical imaging and image processing.
  • August 2012, Xiaobo Qu received a Research Grant from theNational Natural Science Foundation of China. This three year project (01/2013-12/2015) is focus on developing the novel sparsity-based high-resolution image reconstruction and sampling methods in fast MRI.
  • July 2012, one paper "Partial Fourier transform reconstruction for single-shot MRI with linear frequency-swept excitation" was published online atMagnetic Resonance in Medicine(IF:3.27)
    • June 2012, Xianhong Chen won the Distinguished Undergraduate Thesis, She is my first supervised undergraduate student for the undergraduate's thesis.
    • June 2012, Changwei Hu, a co-supervised master student byProf. Zhong Chenand me, successfully passed the defense for Master's Thesis.