Image fusion algorithm based on spatial frequency-motivated pulse coupled neural networks in nonsubsampled contourlet transform domain XB Qu, JW Yan, HZ Xiao, ZQ Zhu Acta Automatica Sinica 34 (12), 1508-1514, 2008 | 431 | 2008 |

Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator X Qu, Y Hou, F Lam, D Guo, J Zhong, Z Chen Medical Image Analysis 18 (6), 843-856, 2014 | 269 | 2014 |

Undersampled MRI reconstruction with patch-based directional wavelets X Qu, D Guo, B Ning, Y Hou, Y Lin, S Cai, Z Chen. Magnetic Resonance Imaging 30 (7), 964-977, 2012 | 208 | 2012 |

Multifocus image fusion method of sharp frequency localized contourlet transform domain based on sum-modified-Laplacian X Qu, J Yan, G Yang Optics and Precision Engineering 17 (5), 1203-1212, 2009 | 152* | 2009 |

Iterative thresholding compressed sensing MRI based on contourlet transform X Qu, W Zhang, D Guo, C Cai, S Cai, Z Chen Inverse Problems in Science and Engineering 18 (6), 737-758, 2010 | 144 | 2010 |

Fast multiclass dictionaries learning with geometrical directions in MRI reconstruction Z Zhan, JF Cai, D Guo, Y Liu, Z Chen, X Qu* IEEE Transactions on Biomedical Engineering 63 (9), 1850-1861, 2016 | 139 | 2016 |

Image reconstruction of compressed sensing MRI using graph-based redundant wavelet transform Z Lai#, X Qu#*, Y Liu, D Guo, J Ye, Z Zhan, Z Chen* Medical Image Analysis 27, 93-104, 2016 | 115 | 2016 |

Convolutional neural networks-based MRI image analysis for the Alzheimer’s disease prediction from mild cognitive impairment W Lin, T Tong, Q Gao, D Guo, X Du, Y Yang, G Guo, M Xiao, M Du*, X Qu* Frontiers in Neuroscience 12, 777, 2018 | 108 | 2018 |

Accelerated NMR spectroscopy with low‐rank reconstruction X Qu*, M Mayzel, JF Cai, Z Chen, V Orekhov* Angewandte Chemie International Edition 54 (3), 852-854, 2015 | 102 | 2015 |

Projected iterative soft-thresholding algorithm for tight frames in compressed sensing magnetic resonance imaging Y Liu, Z Zhan, JF Cai, D Guo, Z Chen, X Qu* IEEE Transactions on Medical Imaging 35 (9), 2130-2140, 2016 | 97 | 2016 |

A novel image fusion algorithm based on bandelet transform X Qu, J Yan, G Xie, Z Zhu, B Chen Chinese Optics Letters 5 (10), 569-572, 2007 | 88 | 2007 |

Magnetic resonance image reconstruction using trained geometric directions in 2D redundant wavelets domain and non-convex optimization B Ning, X Qu, D Guo, C Hu, Z Chen Magnetic Resonance Imaging 31 (9), 1611-1622, 2013 | 78 | 2013 |

High quality multi-focus image fusion using self-similarity and depth information D Guo, J Yan, X Qu* Optics Communications 338, 138-144, 2015 | 77 | 2015 |

Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction JF Cai*, X Qu, W Xu, GB Ye Applied and Computational Harmonic Analysis 41 (2), 470-490, 2016 | 66 | 2016 |

Combined sparsifying transforms for compressed sensing MRI X Qu, X Cao, D Guo, C Hu, Z Chen Electronics letters 46 (2), 121-123, 2010 | 66 | 2010 |

Hankel matrix nuclear norm regularized tensor completion for N-dimensional exponential signals J Ying, H Lu, Q Wei, JF Cai, D Guo, J Wu, Z Chen, X Qu* IEEE Transactions on Signal Processing 65 (14), 3702-3717, 2017 | 56 | 2017 |

Balanced sparse model for tight frames in compressed sensing magnetic resonance imaging Y Liu, J Cai, Z Zhan, D Guo, J Ye, Z Chen, X Qu* PLOS ONE 10 (4), e0119584, 2015 | 51 | 2015 |

Beyond Wavelets and Its Applications J Yan, X Qu Beijing, China: National Defense Industry Press, 2008 | 50* | 2008 |

Partial Fourier transform reconstruction for single‐shot MRI with linear frequency‐swept excitation Y Chen, J Li, X Qu, L Chen, C Cai, S Cai, J Zhong, Z Chen Magnetic Resonance in Medicine 69 (5), 1326-1336, 2013 | 47 | 2013 |

Image fusion algorithm based on neighbors and cousins information in nonsubsampled contourlet transform domain XB Qu, GF Xie, JW Yan, ZQ Zhu, BG Chen Wavelet Analysis and Pattern Recognition, 2007. ICWAPR'07. International …, 2007 | 46 | 2007 |