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Multiplicative Noise Removal via a Learned Dictionary
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A patch-based approach for removing impulse or mixed Gaussian-impulse noise
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Multichannel deconvolution and source detection using sparse representations ...
This thesis presents new methods for spherical Poisson data analysis for the Fermi mission. Fermi main scientifical objectives, the study of diffuse galactic background... -
A CANDLE for a deeper in vivo insight.
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A full second order model for multiscale texture analysis
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A memory gradient algorithm for l2-l0 regularization with applications to ima...
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A primal-dual proximal splitting approach for restoring data corrupted with P...
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Robust microphone array signal processing against diffuse noise
We consider the general problem of microphone array signal processing in diffuse noise environments. This has various applications epitomized by speech enhancement and... -
Local adaptivity to variable smoothness for exemplar-based image denoising an...
A novel adaptive and exemplar-based approach is proposed for image restoration and representation. The method is based on a pointwise selection of small image patches... -
Joint demosaicking and denoising by total variation minimization
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Regularization of inverse problems in image processing
Rédaction : fin 2011. Soutenance : mars 2012. -
The Undecimated wavelet decomposition and its reconstruction
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Methodology of analysis of airborne time domain electromagnetic surveys for g...
This PhD thesis addresses various methodological aspects of the analysis of airborne Time Domain ElectroMagnetic (TDEM) surveys for a detailed interpretation in... -
Using bilateral symmetry to improve non-local means denoising of MR brain images
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Dequantizing compressed sensing: When oversampling and non-gaussian constrain...
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3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Trans...
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Poisson Denoising on the Sphere
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Denoising of musical audio using sparse linear regression and structured priors
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Proximal method for geometry and texture image decomposition
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Regularization of the noisy Cauchy problem solution approximated by an energy...
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