Guoshen Yu

30 papers B 3Misc 6Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2014 — ch.
Image Enhancement and Restoration.
Computer Vision, A Reference Guide
Guoshen Yu, Guillermo Sapiro
2013 J jnl
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models.
IEEE Trans. Signal Process.
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2012 Misc conf
Adapted statistical compressive sensing: Learning to sense gaussian mixture models.
ICASSP
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2012 — ch.
Second-generation sparse modeling: structured and collaborative signal analysis.
Compressed Sensing
Alexey Castrodad, Ignacio Ramírez, Guillermo Sapiro, Pablo Sprechmann, Guoshen Yu
2012 J jnl
Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity.
IEEE Trans. Image Process.
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2012 J jnl
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models
CoRR
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2011 J jnl
ASIFT: An Algorithm for Fully Affine Invariant Comparison.
Image Process. Line
Guoshen Yu, Jean-Michel Morel
2011 J jnl
DCT image denoising: a simple and effective image denoising algorithm.
Image Process. Line
Guoshen Yu, Guillermo Sapiro
2011 Misc conf
Efficient matrix completion with Gaussian models.
ICASSP
Flavien Léger, Guoshen Yu, Guillermo Sapiro
2011 J jnl
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models
CoRR
Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin
2011 J jnl
Statistical Compressed Sensing of Gaussian Mixture Models
CoRR
Guoshen Yu, Guillermo Sapiro
2011 J jnl
Statistical Compressed Sensing of Gaussian Mixture Models.
IEEE Trans. Signal Process.
Guoshen Yu, Guillermo Sapiro
2011 Misc conf
Statistical compressive sensing of Gaussian mixture models.
ICASSP
Guoshen Yu, Guillermo Sapiro
2010 J jnl
Efficient Matrix Completion with Gaussian Models
CoRR
Flavien Léger, Guoshen Yu, Guillermo Sapiro
2010 B conf
Image modeling and enhancement via structured sparse model selection.
ICIP
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2010 J jnl
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
CoRR
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2010 J jnl
Statistical Compressive Sensing of Gaussian Mixture Models
CoRR
Guoshen Yu, Guillermo Sapiro
2010 J jnl
Super-Resolution With Sparse Mixing Estimators.
IEEE Trans. Image Process.
Stéphane Mallat, Guoshen Yu
2009 Misc conf
A fully affine invariant image comparison method.
ICASSP
Guoshen Yu, Jean-Michel Morel
2009 J jnl
ASIFT: A New Framework for Fully Affine Invariant Image Comparison.
SIAM J. Imaging Sci.
Jean-Michel Morel, Guoshen Yu
2009 Misc conf
Audio classification from time-frequency texture.
ICASSP
Guoshen Yu, Jean-Jacques E. Slotine
2009 B conf
Structured pursuits for geometric super-resolution.
ICIP
Stéphane Mallat, Guoshen Yu
2009 J jnl
Visual Grouping by Neural Oscillator Networks.
IEEE Trans. Neural Networks
Guoshen Yu, Jean-Jacques E. Slotine
2009 Misc conf
Visual grouping by neural oscillators.
ICASSP
Guoshen Yu, Jean-Jacques E. Slotine
2008 J jnl
Audio Classification from Time-Frequency Texture
CoRR
Guoshen Yu, Jean-Jacques E. Slotine
2008 J jnl
Audio Denoising by Time-Frequency Block Thresholding.
IEEE Trans. Signal Process.
Guoshen Yu, Stéphane Mallat, Emmanuel Bacry
2008 J jnl
Fast Wavelet-Based Visual Classification
CoRR
Guoshen Yu, Jean-Jacques E. Slotine
2008 B conf
FastWavelet-Based Visual Classification.
ICPR
Guoshen Yu, Jean-Jacques E. Slotine
2008 J jnl
Visual Grouping by Neural Oscillators
CoRR
Guoshen Yu, Jean-Jacques E. Slotine
2007 — conf
Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation.
ICASSP (3)
Guoshen Yu, Emmanuel Bacry, Stéphane Mallat