Edge direction preserving image zooming: a mathematical and numerical analysis F Malgouyres, F Guichard SIAM Journal on Numerical Analysis 39 (1), 1-37, 2001 | 238 | 2001 |

Minimizing the total variation under a general convex constraint for image restoration F Malgouyres IEEE transactions on image processing 11 (12), 1450-1456, 2002 | 131 | 2002 |

Total variation based interpolation F Guichard, F Malgouyres 9th European Signal Processing Conference (EUSIPCO 1998), 1-4, 1998 | 111 | 1998 |

Mathematical analysis of a model which combines total variation and wavelet for image restoration F Malgouyres Journal of information processes 2 (1), 1-10, 2002 | 82 | 2002 |

Solving a variational image restoration model which involves L∞ constraints S Lintner, F Malgouyres Inverse Problems 20 (3), 815, 2004 | 50 | 2004 |

Image deblurring, spectrum interpolation and application to satellite imaging S Durand, F Malgouyres, B Rougé ESAIM: Control, Optimisation and Calculus of Variations 5, 445-475, 2000 | 43 | 2000 |

Toward fast transform learning O Chabiron, F Malgouyres, JY Tourneret, N Dobigeon International Journal of Computer Vision 114 (2-3), 195-216, 2015 | 37 | 2015 |

Combining total variation and wavelet packet approaches for image deblurring F Malgouyres Proceedings IEEE Workshop on Variational and Level Set Methods in Computer …, 2001 | 36 | 2001 |

Combining total variation and wavelet packet approaches for image deblurring F Malgouyres Proceedings IEEE Workshop on Variational and Level Set Methods in Computer …, 2001 | 36 | 2001 |

A predual proximal point algorithm solving a non negative basis pursuit denoising model F Malgouyres, T Zeng International journal of computer vision 83 (3), 294-311, 2009 | 25 | 2009 |

Reducing graphs in graph cut segmentation N Lermé, F Malgouyres, L Létocart 2010 IEEE International Conference on Image Processing, 3045-3048, 2010 | 24 | 2010 |

A framework for image deblurring using wavelet packet bases F Malgouyres Applied and Computational Harmonic Analysis 12 (3), 309-331, 2002 | 22 | 2002 |

Noise selection approach to image restoration F Malgouyres Wavelets: Applications in Signal and Image Processing IX 4478, 34-41, 2001 | 20 | 2001 |

Increase in the resolution of digital images: Variational theory and applications F Malgouyres PhD Thesis, Ecole Normale Superieure de Cachan, 2000 | 19 | 2000 |

Rank related properties for basis pursuit and total variation regularization F Malgouyres Signal Processing 87 (11), 2695-2707, 2007 | 15 | 2007 |

Regularized non-local total variation and application in image restoration Z Li, F Malgouyres, T Zeng Journal of Mathematical Imaging and Vision 59 (2), 296-317, 2017 | 14 | 2017 |

Using Gabor Dictionaries in A TV - L^{∞} Model, for DenoisingT Zeng, F Malgouyres 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 11 | 2006 |

Using Gabor Dictionaries in A TV - L^{∞} Model, for DenoisingT Zeng, F Malgouyres 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 11 | 2006 |

Fast and memory efficient segmentation of lung tumors using graph cuts N Lermé, F Malgouyres, JM Rocchisani | 10 | 2010 |

Projecting onto a polytope simplifies data distributions F Malgouyres Report—University Paris 13, 2006-1, 2006 | 9 | 2006 |