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

Zou, J, Gilbert, A, Strauss, M, and Daubechies, I. "Theoretical and experimental analysis of a randomized algorithm for Sparse Fourier transform analysis." Journal of Computational Physics 211.2 (January 20, 2006): 572-595. Full Text

Roussos, E, Roberts, S, and Daubechies, I. "Variational Bayesian learning for wavelet independent component analysis." Aip Conference Proceedings 803 (November 23, 2005): 274-281. Full Text

Daubechies, I, and Teschke, G. "Variational image restoration by means of wavelets: Simultaneous decomposition, deblurring, and denoising." Applied and Computational Harmonic Analysis 19.1 (July 1, 2005): 1-16. Full Text

Pierpaoli, E, Anthoine, S, Huffenberger, K, and Daubechies, I. "Reconstructing Sunyaev-Zel'dovich clusters in future cosmic microwave background experiments." Monthly Notices of the Royal Astronomical Society 359.1 (May 1, 2005): 261-271. Full Text

Daubechies, I, Drakakis, K, and Khovanova, T. "A detailed study of the attachment strategies of new autonomous systems in the as connectivity graph." Internet Mathematics 2.2 (January 1, 2005): 185-246. Full Text

Daubechies, I, and Lieb, EH. "One-electron relativistic molecules with coulomb interaction." (January 1, 2005): 471-484. (Chapter) Full Text

Daubechies, I, Defrise, M, and De Mol, C. "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint." Communications on Pure and Applied Mathematics 57.11 (November 1, 2004): 1413-1457. Full Text

Daubechies, I, and Teschke, G. "Wavelet based image decomposition by variational functionals." Proceedings of Spie the International Society for Optical Engineering 5266 (May 10, 2004): 94-105. Full Text

Daubechies, I, Runborg, O, and Sweldens, W. "Normal multiresolution approximation of curves." Constructive Approximation 20.3 (January 1, 2004): 399-463. Full Text

Rudin, C, Schapire, RE, and Daubechies, I. "Boosting Based on a Smooth Margin." (2004): 502-517. Full Text