Ingrid Daubechies

Ingrid Daubechies
  • James B. Duke Distinguished 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., et al. “A/D conversion with imperfect quantizers.” Ieee Transactions on Information Theory, vol. 52, no. 3, Mar. 2006, pp. 874–85. Scopus, doi:10.1109/TIT.2005.864430. Full Text

Zou, J., et al. “Theoretical and experimental analysis of a randomized algorithm for Sparse Fourier transform analysis.” Journal of Computational Physics, vol. 211, no. 2, Jan. 2006, pp. 572–95. Scopus, doi:10.1016/ Full Text

Roussos, E., et al. “Variational Bayesian learning for wavelet independent component analysis.” Aip Conference Proceedings, vol. 803, Nov. 2005, pp. 274–81. Scopus, doi:10.1063/1.2149805. Full Text

Daubechies, I., and G. Teschke. “Variational image restoration by means of wavelets: Simultaneous decomposition, deblurring, and denoising.” Applied and Computational Harmonic Analysis, vol. 19, no. 1, July 2005, pp. 1–16. Scopus, doi:10.1016/j.acha.2004.12.004. Full Text

Pierpaoli, E., et al. “Reconstructing Sunyaev-Zel'dovich clusters in future cosmic microwave background experiments.” Monthly Notices of the Royal Astronomical Society, vol. 359, no. 1, May 2005, pp. 261–71. Scopus, doi:10.1111/j.1365-2966.2005.08896.x. Full Text

Daubechies, I., and E. H. Lieb. One-electron relativistic molecules with coulomb interaction. Jan. 2005, pp. 471–84. Scopus, doi:10.1007/3-540-27056-6_33. Full Text

Daubechies, I., et al. “A detailed study of the attachment strategies of new autonomous systems in the as connectivity graph.” Internet Mathematics, vol. 2, no. 2, Jan. 2005, pp. 185–246. Scopus, doi:10.1080/15427951.2005.10129103. Full Text

Rudin, C., et al. “The dynamics of AdaBoost: Cyclic behavior and convergence of margins.” Journal of Machine Learning Research, vol. 5, Dec. 2004, pp. 1557–95.

Daubechies, I., et al. “An iterative thresholding algorithm for linear inverse problems with a sparsity constraint.” Communications on Pure and Applied Mathematics, vol. 57, no. 11, Nov. 2004, pp. 1413–57. Scopus, doi:10.1002/cpa.20042. Full Text

Daubechies, I., and G. Teschke. “Wavelet based image decomposition by variational functionals.” Proceedings of Spie  the International Society for Optical Engineering, vol. 5266, May 2004, pp. 94–105. Scopus, doi:10.1117/12.516051. Full Text