Guoshen Yu

Publication Activity (10 Years)

Years Active: 2007-2013
Publications (10 Years): 0

Top Topics

Maximum Likelihood

Regularization Methods

Compressive Sensing

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Signal Process.

Publications

Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. 61 (3) (2013)
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP (2012)
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models CoRR (2012)
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity. IEEE Trans. Image Process. 21 (5) (2012)
Guoshen Yu, Guillermo Sapiro
Statistical Compressed Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. 59 (12) (2011)
Guoshen Yu, Guillermo Sapiro
Statistical Compressed Sensing of Gaussian Mixture Models CoRR (2011)
Guoshen Yu, Jean-Michel Morel
ASIFT: An Algorithm for Fully Affine Invariant Comparison. Image Process. Line 1 (2011)
Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models CoRR (2011)
Guoshen Yu, Guillermo Sapiro
Statistical compressive sensing of Gaussian mixture models. ICASSP (2011)
Guoshen Yu, Guillermo Sapiro
DCT image denoising: a simple and effective image denoising algorithm. Image Process. Line 1 (2011)
Flavien Léger, Guoshen Yu, Guillermo Sapiro
Efficient matrix completion with Gaussian models. ICASSP (2011)
Flavien Léger, Guoshen Yu, Guillermo Sapiro
Efficient Matrix Completion with Gaussian Models CoRR (2010)
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
Image modeling and enhancement via structured sparse model selection. ICIP (2010)
Guoshen Yu, Guillermo Sapiro
Statistical Compressive Sensing of Gaussian Mixture Models CoRR (2010)
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity CoRR (2010)
Stéphane Mallat, Guoshen Yu
Super-Resolution With Sparse Mixing Estimators. IEEE Trans. Image Process. 19 (11) (2010)
Guoshen Yu, Jean-Jacques E. Slotine
Visual Grouping by Neural Oscillator Networks. IEEE Trans. Neural Networks 20 (12) (2009)
Guoshen Yu, Jean-Jacques E. Slotine
Visual grouping by neural oscillators. ICASSP (2009)
Jean-Michel Morel, Guoshen Yu
ASIFT: A New Framework for Fully Affine Invariant Image Comparison. SIAM J. Imaging Sci. 2 (2) (2009)
Guoshen Yu, Jean-Michel Morel
A fully affine invariant image comparison method. ICASSP (2009)
Guoshen Yu, Jean-Jacques E. Slotine
Audio classification from time-frequency texture. ICASSP (2009)
Stéphane Mallat, Guoshen Yu
Structured pursuits for geometric super-resolution. ICIP (2009)
Guoshen Yu, Jean-Jacques E. Slotine
FastWavelet-Based Visual Classification. ICPR (2008)
Guoshen Yu, Jean-Jacques E. Slotine
Fast Wavelet-Based Visual Classification CoRR (2008)
Guoshen Yu, Stéphane Mallat, Emmanuel Bacry
Audio Denoising by Time-Frequency Block Thresholding. IEEE Trans. Signal Process. 56 (5) (2008)
Guoshen Yu, Jean-Jacques E. Slotine
Audio Classification from Time-Frequency Texture CoRR (2008)
Guoshen Yu, Jean-Jacques E. Slotine
Visual Grouping by Neural Oscillators CoRR (2008)
Guoshen Yu, Emmanuel Bacry, Stéphane Mallat
Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation. ICASSP (3) (2007)