Ingrid Daubechies

  • James B. Duke Professor of Mathematics and Electrical and Computer Engineering
  • Professor in the Department of Mathematics
  • Professor in the Department of Electrical and Computer Engineering (Joint)

Research Areas and Keywords

wavelets, inverse problems
Biological Modeling
shape space
Computational Mathematics
inverse problems
Geometry: Differential & Algebraic
shape space
Mathematical Physics
time-frequency analysis
Signals, Images & Data
wavelets, time-frequency analysis, art conservation
Education & Training
  • Ph.D., Vrije Universiteit Brussel (Belgium) 1980

Daubechies, I, Devore, R, Fornasier, M, and Güntürk, CS. "Iteratively reweighted least squares minimization for sparse recovery." Communications on Pure and Applied Mathematics 63.1 (2010): 1-38. Full Text

Daubechies, I. "The work of Yves Meyer." Proceedings of the International Congress of Mathematicians 2010, ICM 2010 (2010): 114-124.

Brodie, J, Daubechies, I, De Mol, C, Giannone, D, and Loris, I. "Sparse and stable Markowitz portfolios." Proc Natl Acad Sci U S A 106.30 (July 28, 2009): 12267-12272. Full Text

Daubechies, I, Roussos, E, Takerkart, S, Benharrosh, M, Golden, C, D'Ardenne, K, Richter, W, Cohen, JD, and Haxby, J. "Independent component analysis for brain fMRI does not select for independence." Proc Natl Acad Sci U S A 106.26 (June 30, 2009): 10415-10422. Full Text

Daubechies, I, Grossmann, A, and Meyer, Y. "Painless nonorthogonal expansions." (January 10, 2009): 372-384. (Chapter)

Daubechies, I. "The wavelet transform, time-frequency localization and signal analysis." (January 10, 2009): 442-486. (Chapter)

Jafarpour, S, Polatkan, G, Brevdo, E, Hughes, S, Brasoveanu, A, and Daubechies, I. "Stylistic analysis of paintings using wavelets and machine learning." European Signal Processing Conference (2009): 1220-1224.

Polatkan, G, Jafarpour, S, Brasoveanu, A, Hughes, S, and Daubechies, I. "Detection of forgery in paintings using supervised learning." Proceedings - International Conference on Image Processing, ICIP (2009): 2921-2924. Full Text

Jr, CRJ, Hendriks, E, Berezhnoy, IJ, Brevdo, E, Hughes, SM, Daubechies, I, Li, J, Postma, E, and Wang, JZ. "Image processing for artist identification: Computerized analysis of Vincent van Gogh's painting brushstrokes." IEEE Signal Processing Magazine 25.4 (2008): 37-48. Full Text

Daubechies, I, Fornasier, M, and Loris, I. "Accelerated projected gradient method for linear inverse problems with sparsity constraints." Journal of Fourier Analysis and Applications 14.5-6 (2008): 764-792. Full Text