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, and Yilmaz, Ö. "Robust and practical analog-to-digital conversion with exponential precision." IEEE Transactions on Information Theory 52.8 (2006): 3533-3545. Full Text

Daubechies, I, DeVore, RA, Güntürk, CS, and Vaishampayan, VA. "A/D conversion with imperfect quantizers." IEEE Transactions on Information Theory 52.3 (2006): 874-885. Full Text

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 (2006): 572-595. Full Text

Hughes, SM, and Daubechies, I. "Simpler alternatives to information theoretic similarity metrics for multimodal image alignment." Proceedings - International Conference on Image Processing, ICIP (2006): 365-368. Full Text

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

Roussos, E, Roberts, S, and Daubechies, I. "Variational Bayesian learning for wavelet independent component analysis." AIP Conference Proceedings 803 (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 (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 (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 (2005): 185-246.

Rudin, C, Daubechies, I, and Schapire, RE. "The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins." Journal of Machine Learning Research 5 (2004): 1557-1595.