Lista de obras - Michael Elad - Dominio Público Uruguay

A Variational Framework for Retinex

A practical approach to superresolution

Adaptive filtered-back-projection for computed tomography

scholarly article published March 2008

Advances and Challenges in Super-Resolution

Advances and challenges in super-resolution

Analysis versus synthesis in signal priors

article published in 2007

Automatic parameter setting for iterative shrinkage methods

Con-Patch: When a Patch Meets Its Context ⬇️

artículo científico publicado en 2016

Cross-Modal Localization via Sparsity

Dictionaries for Sparse Representation Modeling

article

Direct adaptive algorithms for CT reconstruction

scholarly article published June 2009

Dynamic demosaicing and color superresolution of video sequences

scholarly article published 22 October 2004

Epilogue

Example-Based Image Synthesis via Randomized Patch-Matching.

artículo científico publicado en 2017

Fast and robust multiframe super resolution

artículo científico publicado en 2004

From Exact to Approximate Solutions

Generalized Tree-Based Wavelet Transform

Generalizing the nonlocal-means to super-resolution reconstruction

artículo científico publicado en 2009

Image Compression – Facial Images

Image Deblurring – A Case Study

Image Denoising

Image restoration via successive compression

Image sequence denoising via sparse and redundant representations

artículo científico publicado en 2009

Iterative signal recovery from incomplete samples

Iterative-Shrinkage Algorithms

scholarly article published 2010

L1-L2 Optimization in Signal and Image Processing

Large Inpainting of Face Images With Trainlets

MAP versus MMSE Estimation

scholarly article published 2010

Multiframe demosaicing and super-resolution from undersampled color images

scholarly article published 21 May 2004

Multiframe demosaicing and super-resolution of color images

artículo científico publicado en 2006

Multiscale Sparse Image Representationwith Learned Dictionaries

Near-Oracle Performance Guarantees for Greedy-Like Methods

Optimized Pre-Compensating Compression

artículo científico publicado en 2018

Other Applications

Prologue

Pursuit Algorithms – Guarantees

scholarly article published 2010

Pursuit Algorithms – Practice

scholarly article published 2010

RIP-Based Near-Oracle Performance Guarantees for SP, CoSaMP, and IHT

Restoration by Compression

scholarly article by Yehuda Dar et al published 15 November 2018 in IEEE Transactions on Signal Processing

Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images

scientific article published on 01 January 1997

Robust shift and add approach to superresolution

Single image interpolation via adaptive nonlocal sparsity-based modeling

artículo científico publicado en 2014

Sparse and Redundant Representations

article published in 2010

Sparse representation for color image restoration

artículo científico publicado en 2008

Sparsity-Seeking Methods in Signal Processing

scholarly article published 2010

Style Transfer Via Texture Synthesis ⬇️

artículo científico publicado en 2017

Super resolution with probabilistic motion estimation

artículo científico publicado en 2009

Super-resolution without explicit subpixel motion estimation

artículo científico publicado en 2009

Superresolution restoration of an image sequence: adaptive filtering approach

artículo científico publicado en 1999

The Dantzig-Selector Algorithm

The Quest for a Dictionary

Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks

scholarly article by Vardan Papyan et al published July 2018 in IEEE: Signal Processing Magazine

Towards Average PerformanceAnalysis

Unified Single-Image and Video Super-Resolution via Denoising Algorithms

scientific article published on 26 June 2019

Uniqueness and Uncertainty

Unsupervised Single Image Dehazing Using Dark Channel Prior Loss

artículo científico publicado en 2019

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences

article by Sina Farsiu et al published 8 February 2006 in EURASIP Journal on Advances in Signal Processing

Why Simple Shrinkage Is Still Relevant for Redundant Representations?

article by Michael Elad published December 2006 in IEEE Transactions on Information Theory

Lista de obras de Michael Elad

A Variational Framework for Retinex

A practical approach to superresolution

Adaptive filtered-back-projection for computed tomography

Advances and Challenges in Super-Resolution

Advances and challenges in super-resolution

Analysis versus synthesis in signal priors

Automatic parameter setting for iterative shrinkage methods

Con-Patch: When a Patch Meets Its Context ⬇️

Cross-Modal Localization via Sparsity

Dictionaries for Sparse Representation Modeling

Direct adaptive algorithms for CT reconstruction

Dynamic demosaicing and color superresolution of video sequences

Epilogue

Example-Based Image Synthesis via Randomized Patch-Matching.

Fast and robust multiframe super resolution

From Exact to Approximate Solutions

Generalized Tree-Based Wavelet Transform

Generalizing the nonlocal-means to super-resolution reconstruction

Image Compression – Facial Images

Image Deblurring – A Case Study

Image Denoising

Image restoration via successive compression

Image sequence denoising via sparse and redundant representations

Iterative signal recovery from incomplete samples

Iterative-Shrinkage Algorithms

L1-L2 Optimization in Signal and Image Processing

Large Inpainting of Face Images With Trainlets

MAP versus MMSE Estimation

Multiframe demosaicing and super-resolution from undersampled color images

Multiframe demosaicing and super-resolution of color images

Multiscale Sparse Image Representationwith Learned Dictionaries

Near-Oracle Performance Guarantees for Greedy-Like Methods

Optimized Pre-Compensating Compression

Other Applications

Prologue

Pursuit Algorithms – Guarantees

Pursuit Algorithms – Practice

RIP-Based Near-Oracle Performance Guarantees for SP, CoSaMP, and IHT

Restoration by Compression

Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images

Robust shift and add approach to superresolution

Single image interpolation via adaptive nonlocal sparsity-based modeling

Sparse and Redundant Representations

Sparse representation for color image restoration

Sparsity-Seeking Methods in Signal Processing

Style Transfer Via Texture Synthesis ⬇️

Super resolution with probabilistic motion estimation

Super-resolution without explicit subpixel motion estimation

Superresolution restoration of an image sequence: adaptive filtering approach

The Dantzig-Selector Algorithm

The Quest for a Dictionary

Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks

Towards Average PerformanceAnalysis

Unified Single-Image and Video Super-Resolution via Denoising Algorithms

Uniqueness and Uncertainty

Unsupervised Single Image Dehazing Using Dark Channel Prior Loss

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences

Why Simple Shrinkage Is Still Relevant for Redundant Representations?