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

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

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