Ingrid Daubechies

According to our database1, Ingrid Daubechies authored at least 73 papers between 1988 and 2019.

Collaborative distances:


IEEE Fellow

IEEE Fellow 1999, "For contributions to the theory of Wavelets.".



In proceedings 
PhD thesis 





Gaussian Process Landmarking on Manifolds.
SIMODS, 2019

Gaussian Process Landmarking for Three-Dimensional Geometric Morphometrics.
SIMODS, 2019

Stable Phase Retrieval in Infinite Dimensions.
Foundations of Computational Mathematics, 2019

Constructing curvelet-like bases and low-redundancy frames.
CoRR, 2019

Expression of Fractals Through Neural Network Functions.
CoRR, 2019

Nonlinear Approximation and (Deep) ReLU Networks.
CoRR, 2019

Recursive Diffeomorphism-Based Regression for Shape Functions.
SIAM J. Math. Analysis, 2018

Non-Oscillatory Pattern Learning for Non-Stationary Signals.
CoRR, 2018

Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning.
CoRR, 2018

Identification of Shallow Neural Networks by Fewest Samples.
CoRR, 2018

Gaussian Process Landmarking on Manifolds.
CoRR, 2018

Removal of Canvas Patterns in Digital Acquisitions of Paintings.
IEEE Trans. Image Processing, 2017

A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets.
SIAM J. Imaging Sciences, 2017

Cradle Removal in X-Ray Images of Panel Paintings.
IPOL Journal, 2017

LDMNet: Low Dimensional Manifold Regularized Neural Networks.
CoRR, 2017

Removing Cradle Artifacts in X-Ray Images of Paintings.
SIAM J. Imaging Sciences, 2016

Regularization on Image Patches: a linear reconstruction from manifold embedding.
CoRR, 2016

Multi-modal dictionary learning for image separation with application in art investigation.
CoRR, 2016

X-ray image separation via coupled dictionary learning.
CoRR, 2016

Object recognition in art drawings: Transfer of a neural network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Quantitative Canvas Weave Analysis Using 2-D Synchrosqueezed Transforms: Application of time-frequency analysis to art investigation.
IEEE Signal Process. Mag., 2015

Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment.
IEEE Signal Process. Mag., 2015

A Deterministic Analysis of Decimation for Sigma-Delta Quantization of Bandlimited Functions.
IEEE Signal Process. Lett., 2015

ConceFT: Concentration of Frequency and Time via a multitapered synchrosqueezed transform.
CoRR, 2015

Evaluating Physiological Dynamics via Synchrosqueezing: Prediction of Ventilator Weaning.
IEEE Trans. Biomed. Engineering, 2014

Painting Analysis Using Wavelets and Probabilistic Topic Models.
CoRR, 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Digital cradle removal in X-ray images of art paintings.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece.
Signal Processing, 2013

Restoration of X-ray fluorescence images of hidden paintings.
Signal Processing, 2013

Conformal Wasserstein distance: II. computational aspects and extensions.
Math. Comput., 2013

Bayesian crack detection in ultra high resolution multimodal images of paintings
CoRR, 2013

Open Problem: Does AdaBoost Always Cycle?
Proceedings of the COLT 2012, 2012

A Bayesian Nonparametric Approach to Image Super-resolution
CoRR, 2012

Algorithms to automatically quantify the geometric similarity of anatomical surfaces
CoRR, 2011

One or Two frequencies? The Synchrosqueezing Answers.
Advances in Adaptive Data Analysis, 2011

Variational Bayesian Learning of Sparse Representations and Its Application in Functional Neuroimaging.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Spatiogram features to characterize pearls in paintings.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Uncovering elements of style.
Proceedings of the IEEE International Conference on Acoustics, 2011

Virtual underpainting reconstruction from X-ray fluorescence imaging data.
Proceedings of the 19th European Signal Processing Conference, 2011

Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

Symmetry factored embedding and distance.
ACM Trans. Graph., 2010

The golden ratio encoder.
IEEE Trans. Information Theory, 2010

Nonlinear regularization techniques for seismic tomography.
J. Comput. Physics, 2010

Detection of forgery in paintings using supervised learning.
Proceedings of the International Conference on Image Processing, 2009

Stylistic analysis of paintings usingwavelets and machine learning.
Proceedings of the 17th European Signal Processing Conference, 2009

08492 Executive Summary - Structured Decompositions and Efficient Algorithms.
Proceedings of the Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008, 2008

08492 Abstracts Collection - Structured Decompositions and Efficient Algorithms.
Proceedings of the Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008, 2008

Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Single-Bit Oversampled A/D Conversion With Exponential Accuracy in the Bit Rate.
IEEE Trans. Information Theory, 2007

A Sparse Spectral Method for Homogenization Multiscale Problems.
Multiscale Modeling & Simulation, 2007

Robust and Practical Analog-to-Digital Conversion With Exponential Precision.
IEEE Trans. Information Theory, 2006

A/D conversion with imperfect quantizers.
IEEE Trans. Information Theory, 2006

Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment.
Proceedings of the International Conference on Image Processing, 2006

A Detailed Study of the Attachment Strategies of New Autonomous Systems in the AS Connectivity Graph.
Internet Mathematics, 2005

The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins.
J. Mach. Learn. Res., 2004

Boosting Based on a Smooth Margin.
Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

On the Dynamics of Boosting.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

On the importance of combining wavelet-based nonlinear approximation with coding strategies.
IEEE Trans. Information Theory, 2002

The pros and cons of democracy.
IEEE Trans. Information Theory, 2002

Interpolation of Bandlimited Functions from Quantized Irregular Samples.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

The analysis and design of windowed Fourier frame based multiple description source coding schemes.
IEEE Trans. Information Theory, 2000

Single-Bit Oversampled A/D Conversion with Exponential Accuracy in the Bit-Rate.
Proceedings of the Data Compression Conference, 2000

Data Compression and Harmonic Analysis.
IEEE Trans. Information Theory, 1998

Recent results in wavelet applications.
J. Electronic Imaging, 1998

On the approximation power of convolution-based least squares versus interpolation.
IEEE Trans. Signal Processing, 1997

Lossless Image Compresion Using Integer to Integer Wavelet Transforms.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Two theorems on lattice expansions.
IEEE Trans. Information Theory, 1993

Introduction to the special issue on wavelet transforms and multiresolution signal analysis.
IEEE Trans. Information Theory, 1992

Image coding using wavelet transform.
IEEE Trans. Image Processing, 1992

Ten Lectures on Wavelets.
SIAM, ISBN: 978-1-61197-010-4, 1992

The wavelet transform, time-frequency localization and signal analysis.
IEEE Trans. Information Theory, 1990

Time-frequency localization operators: A geometric phase space approach.
IEEE Trans. Information Theory, 1988