submitted papers

• N. Lermé, F. Malgouyres, J.M. Rocchisani "Fast and memory efficient segmentation of lung tumors using graph cuts", CCSD Preprint, num. hal-00495260, June 2010. To appear in the proceedings of MICCAI 2010 : Workshop on Pulmonary Image Analysis .
  
  
• N. Lermé, F. Malgouyres, L. Létocart, "Reducing graphs in graph cut segmentation", CCSD Preprint, num. hal-00450858, January 2010. To appear in ICIP 2010. PS.GZ, .
  
  
• T. Zeng, F. Malgouyres, "Matching Pursuit Shrinkage in Hilbert Spaces", HKBU ICM Research report, num. 08-09, June 2009. PS.GZ, .
  
  
• F. Malgouyres, M. Nikolova, "Average performance of the sparsest approximation using a general dictionary", CCSD Preprint, num. hal-00260707, March 2008. PS.GZ, .
  
  
• F. Malgouyres, "Projecting onto a polytope simplifies data distributions", University Paris 13 preprint, num. 2006-01, January 2006. PS.GZ, .

Journal articles

• F. Malgouyres, T. Zeng, "A Predual Proximal Point Algorithm solving a Non Negative Basis Pursuit Denoising model", International Journal of Computer Vision (IJCV), vol. 83, num.3, pp 294-311, July 2009. PS.GZ, , Software.
  
  
• F. Malgouyres, M. Nikolova, "Average performance of the approximation in a dictionary using an $\ell_0$ objective",Comptes Rendus de l'Académie des Sciences, série mathématiques, vol. 347, num. 9-10, pp. 565-570, May 2009. PS.GZ, .
  
  
• F. Malgouyres, "Rank related properties for Basis Pursuit and total variation regularization", Signal Processing, Vol. 87, num. 11, pp. 2695-2707, Nov. 2007. PS.GZ, .
  
  
• F. Malgouyres, "Estimating the probability law of the codelength as a function of the approximation error in image compression", Comptes Rendus de l'Académie des sciences, série mathématiques, Vol. 344, num. 9, pp. 607-610, 2007. The version with the proof is available PS.GZ, .
  
  
• F. Malgouyres, "Image compression through a projection onto a polyhedral set", Journal of Mathematical Imaging and Vision, Vol. 27, num. 2, pp. 193-200, Feb. 2007. PS.GZ, .
  
  
• S. Lintner and F. Malgouyres, "Solving a variational image restoration model which involves $L^\infty$ constraints", Inverse Problem, vol. 20, num. 3, pp 815-831, June 2004. PS.GZ, .
  
  
• F. Malgouyres, "Mathematical analysis of a model which combines total variation and wavelet for image restoration", Journal of information processes, vol.2, num. 1, pp 1-10, (2002). PS.GZ, .
  
  
• F. Malgouyres, "Minimizing the total variation under a general convex constraint for image restoration", IEEE transactions on image processing, vol. 11, num. 12, pp. 1450-1456, Dec. 2002. A preliminary version is available: PS.GZ, . (Formerly "A unified framework for image restoration", CAM report 01-23)
  
  
• F. Malgouyres, "A framework for image deblurring using wavelet packet bases", Applied and Computational Harmonic Analysis, vol. 12, num. 3, pp 309-331, 2002. A preliminary version is available: PS.GZ, , Software.
  
  
• F. Malgouyres and F. Guichard, "Edge direction preserving image zooming: a mathematical and numerical analysis", Journal on Numerical Analysis, SIAM , vol. 39, num. 1, pp. 1-37 (2001). A preliminary version is available: PS.GZ, .
  
  
• S. Durand, F. Malgouyres and B. Rougé, "Image de-blurring, spectrum interpolation and application to satellite imaging", in Control Optimisation and Calculus of Variation, Vol. 5, pp 445-477, 2000. A preliminary version is available : PS.GZ, .

Conference Proceedings

• F. Malgouyres, M. Nikolova, "Average performance of the sparsest approximation in a dictionary", Int. Workshop Spars'09, April 2009. PS.GZ, .
  
  
• T. Zeng, F. Malgouyres, "Using Gabor dictionaries in a $TV-l^\infty$ model, for denoising", Proceedings of ICASSP 2006, vol. 2, pp 865-868, Toulouse, France, May 14-19, 2006. A preliminary version is available PS.GZ, .
  
  
• F. Malgouyres, "A Noise Selection Approach of image restoration", Proceeding of Wavelet: Applications in signal and Image Processing IX, vol. 4478, pp 34-41, editors Laine, Unser and Aldroubi, San Diego, USA, 30 July-1 August, 2001. PS.GZ, , © 2001 Society of Photo-Optical Instrumentation Engineers (SPIE). Software.
  
  
• F. Malgouyres, "Combining total variation and wavelet packet approaches for image deblurring", proceedings of the IEEE workshop on Variational and Level Set Methods in Computer Vision, Vancouver, Canada, July, 2001, pp 57-64. PS.GZ, .
  
  
• F. Malgouyres, "Total variation based oversampling of noisy images", Proceedings of Scale-Space 2001, Vancouver, Canada, July 2001. Lecture Notes in Computer Science 2106, pp 111-122, 2001. PS.GZ, . Sponsored by IEEE Computer Society (PAMI), © Springer-Verlag.
  
  
• F. Guichard and F. Malgouyres, "Total Variation Based Interpolation", in the Proceedings of the European Signal Processing Conference, Vol. 3, pp 1741-1744, 1998 : PS.GZ, .

Miscellanious

• Habilitation à diriger des recherches:
  "Modélisation variationnelle d'images numériques : analyses et applications", Université Paris13, dec. 2006. Texte complet: PS.GZ ou . Résumé: PS.GZ or
  
  
• Phd Thesis:
  "Increasing the resolution of digital images: variational theory and applications", CMLA, ENS Cachan, jan. 2000. PS.GZ, .