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

Johnson, C. R., et al. “Image processing for artist identification: Computerized analysis of Vincent van Gogh's painting brushstrokes.” Ieee Signal Processing Magazine, vol. 25, no. 4, Jan. 2008, pp. 37–48. Scopus, doi:10.1109/MSP.2008.923513. Full Text

Daubechies, I., et al. “On some iterative concepts for image restoration.” Advances in Imaging and Electron Physics, vol. 150, Jan. 2008, pp. 1–51. Scopus, doi:10.1016/S1076-5670(07)00001-8. Full Text

Rudin, C., et al. “Analysis of boosting algorithms using the smooth margin function.” Annals of Statistics, vol. 35, no. 6, Dec. 2007, pp. 2723–68. Scopus, doi:10.1214/009053607000000785. Full Text

Cvetkovic, Z., et al. “Single-bit oversampled A/D conversion with exponential accuracy in the bit rate.” Ieee Transactions on Information Theory, vol. 53, no. 11, Nov. 2007, pp. 3979–89. Scopus, doi:10.1109/TIT.2007.907508. Full Text

Daubechies, I., et al. “A sparse spectral method for homogenization multiscale problems.” Multiscale Modeling and Simulation, vol. 6, no. 3, Aug. 2007, pp. 711–40. Scopus, doi:10.1137/060676258. Full Text

Loris, I., et al. “Tomographic inversion using ℓ1-norm regularization of wavelet coefficients.” Geophysical Journal International, vol. 170, no. 1, July 2007, pp. 359–70. Scopus, doi:10.1111/j.1365-246X.2007.03409.x. Full Text

Daubechies, I., et al. “Reply to Davey, Henriksen, Marković and Pratt [4].” Notices of the American Mathematical Society, vol. 54, no. 6, June 2007.

Daubechies, I., et al. “Iteratively solving linear inverse problems under general convex constraints.” Inverse Problems and Imaging, vol. 1, no. 1, Jan. 2007, pp. 29–46. Scopus, doi:10.3934/ipi.2007.1.29. Full Text

Hughes, S. M., and I. Daubechies. “Simpler alternatives to information theoretic similarity metrics for multimodal image alignment.” Proceedings  International Conference on Image Processing, Icip, Dec. 2006, pp. 365–68. Scopus, doi:10.1109/ICIP.2006.313169. Full Text

Daubechies, I., and O. Yilmaz. “Robust and practical analog-to-digital conversion with exponential precision.” Ieee Transactions on Information Theory, vol. 52, no. 8, Aug. 2006, pp. 3533–45. Scopus, doi:10.1109/TIT.2006.878220. Full Text