Ingrid Daubechies, James B. Duke Professor of Mathematics and Professor of Electrical and Computer Engineering

Contact Info:

Office Location:	111 Physics
Office Phone:	(919) 660-2805
Email Address:

Teaching (Fall 2017):

• MATH 635.01, FUNCTIONAL ANALYSIS Synopsis

  Physics 227, MW 08:30 AM-09:45 AM

• MATH 790-90.06, MINICOURSE IN ADVANCED TOPICS Synopsis

  Physics 205, MWF 10:20 AM-11:10 AM

Education:

Ph.D.

Vrije Universiteit Brussel (Belgium)

1980

Specialties:

Applied Math
Analysis

Keywords:

Algorithms • Analysis of Variance • Animals • Brain • Brain Mapping • Cell Line • Computer Simulation • Diet • DNA Replication • Genome, Viral • Herpesviridae • Humans • Image Interpretation, Computer-Assisted • Image Processing, Computer-Assisted • Industry • Machine learning • Magnetic Resonance Imaging • Microscopy, Fluorescence • Models, Anatomic • Models, Biological • Models, Theoretical • Molar • Reproducibility of Results • Signal Processing, Computer-Assisted • Strepsirhini • Swine • Tooth Crown • Tooth Wear • Tupaia • X-Ray Microtomography

Postdocs Mentored

• Tingran Gao (2015/06-present)  
• Bruno Cornelis (2014 - 2015)  
• Jameson Cahill (2013 - 2015)  
• Grace Wang (2012 - 2015)  
• Rayan Saab (January 01, 2012 - July 31, 2013)  

Recently Featured in:

• Math is (also) for women

Recent Publications   (More Publications)

1. Deligiannis, N; Mota, JFC; Cornelis, B; Rodrigues, MRD; Daubechies, I, Multi-Modal Dictionary Learning for Image Separation With Application in Art Investigation, IEEE Transactions on Image Processing, vol. 26 no. 2 (February, 2017), pp. 751-764 [doi]
2. Cornelis, B; Yang, H; Goodfriend, A; Ocon, N; Lu, J; Daubechies, I, Removal of Canvas Patterns in Digital Acquisitions of Paintings., IEEE Transactions on Image Processing, vol. 26 no. 1 (January, 2017), pp. 160-171 [doi]  [abs]
3. Yin, R; Gao, T; Lu, YM; Daubechies, I, A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets, SIAM Journal on Imaging Sciences, vol. 10 no. 2 (January, 2017), pp. 711-750 [doi]
4. Wu, H-T; Lewis, GF; Davila, MI; Daubechies, I; Porges, SW, Optimizing Estimates of Instantaneous Heart Rate from Pulse Wave Signals with the Synchrosqueezing Transform., Methods of information in medicine, vol. 55 no. 5 (October, 2016), pp. 463-472 [doi]  [abs]
5. Daubechies, I; Defrise, M; Mol, CD, Sparsity-enforcing regularisation and ISTA revisited, Inverse Problems, vol. 32 no. 10 (October, 2016), pp. 104001-104001 [doi]

Recent Grant Support

• Simons Foundation - Math + X Investigators, Simons Foundation, 2016/07-2021/06.      
• New Approaches for Better Spatial Frequency Localization in 2 and 3-Dimensional Data Analysis, National Science Foundation, 1516988, 2015/09-2018/08.      
• Structured Dictionary Models and Learning for High Resolution Images, National Science Foundation, 2013/08-2017/07.      
• The Keck Automated Phenotyping Algorithm Initiative (KAPAI), W.M. Keck Foundation, 2014/08-2016/09.      
• Discovery of Empirical Components by Information Theory, Random Matrix Theory, and Computational Topology, Princeton University, 00002113, 2013/02-2016/02.      
• Digital Removal of Cradle Artifacts from X-rays of Old Masterworks Painted on Wood Panel, Samuel H. Kress Foundation, 2014/12-2015/11.