Ingrid Daubechies

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

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

Daubechies, I, DeVore, R, Fornasier, M, and Güntürk, S. "Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery." CISS 2008, The 42nd Annual Conference on Information Sciences and Systems (2008): 26-29. Full Text

Daubechies, I, Teschke, G, and Vese, L. "On some iterative concepts for image restoration." Advances in Imaging and Electron Physics 150 (2008): 1-51. Full Text

Rudin, C, Schapire, RE, and Daubechies, I. "Analysis of boosting algorithms using the smooth margin function." Annals of Statistics 35.6 (2007): 2723-2768. Full Text

Cvetkovic, Z, Daubechies, I, and Jr, BFL. "Single-bit oversampled A/D conversion with exponential accuracy in the bit rate." IEEE Transactions on Information Theory 53.11 (2007): 3979-3989. Full Text

Loris, I, Nolet, G, Daubechies, I, and Dahlen, FA. "Tomographic inversion using ℓ1-norm regularization of wavelet coefficients." Geophysical Journal International 170.1 (2007): 359-370. Full Text

Daubechies, I, Runborg, O, and Zou, J. "A sparse spectral method for homogenization multiscale problems." Multiscale Modeling and Simulation 6.3 (2007): 711-740. Full Text

Daubechies, I, Lazarsfeld, R, Morgan, J, Okounkov, A, and Tao, T. "Reply to Davey, Henriksen, Marković and Pratt [4]." Notices of the American Mathematical Society 54.6 (2007): 694--.