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 (January 1, 2009): 2921-2924. 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 (December 2008): 764-792. Full Text

Johnson, CR, 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 (January 1, 2008): 37-48. 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

Cvetkovic, Z, Daubechies, I, and Logan, BF. "Single-Bit Oversampled A/D Conversion With Exponential Accuracy in the Bit Rate." Ieee Transactions on Information Theory 53.11 (November 2007): 3979-3989. 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 (June 1, 2007): 694-null. (Letter)

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

Daubechies, I, Teschke, G, and Vese, L. "Iteratively solving linear inverse problems under general convex constraints." Inverse Problems and Imaging 1.1 (January 2007): 29-46. 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