Shannon M. Hughes

19 papers A* 1B 4Misc 7Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2015 J jnl
Efficient Dictionary Learning via Very Sparse Random Projections.
CoRR
Farhad Pourkamali-Anaraki, Stephen Becker, Shannon M. Hughes
2014 Misc conf
Efficient recovery of principal components from compressive measurements with application to Gaussian mixture model estimation.
ICASSP
Farhad Pourkamali-Anaraki, Shannon M. Hughes
2014 A* conf
Memory and Computation Efficient PCA via Very Sparse Random Projections.
ICML
Farhad Pourkamali-Anaraki, Shannon M. Hughes
2014 Misc conf
Regularizing inverse problems in image processing with a manifold-based model of overlapping patches.
ICASSP
Yevgen Matviychuk, Shannon M. Hughes
2013 Misc conf
An efficient method for finding intersections of many manifolds with application to patch based image processing.
ICASSP
Yevgen Matviychuk, Shannon M. Hughes
2013 Misc conf
Compressive K-SVD.
ICASSP
Farhad Pourkamali-Anaraki, Shannon M. Hughes
2013 B conf
Kernel compressive sensing.
ICIP
Farhad Pourkamali-Anaraki, Shannon M. Hughes
2013 J jnl
Restoration of X-ray fluorescence images of hidden paintings.
Signal Process.
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
2013 J jnl
Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings.
Signal Process.
Hanchao Qi, Armeen Taeb, Shannon M. Hughes
2012 B conf
Invariance of principal components under low-dimensional random projection of the data.
ICIP
Hanchao Qi, Shannon M. Hughes
2012 J jnl
Technical report: Two observations on probability distribution symmetries for randomly-projected data
CoRR
Hanchao Qi, Shannon M. Hughes
2011 Misc conf
A new method for visual stylometry on impressionist paintings.
ICASSP
Hanchao Qi, Shannon M. Hughes
2011 Misc conf
Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements.
ICASSP
Hanchao Qi, Shannon M. Hughes
2011 — conf
Virtual underpainting reconstruction from X-ray fluorescence imaging data.
EUSIPCO
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
2009 Misc conf
Connecting spectral and spring methods for manifold learning.
ICASSP
Shannon M. Hughes, Peter J. Ramadge
2009 B conf
Detection of forgery in paintings using supervised learning.
ICIP
Gungor Polatkan, Sina Jafarpour, Andrei Brasoveanu, Shannon M. Hughes, Ingrid Daubechies
2009 — conf
Stylistic analysis of paintings usingwavelets and machine learning.
EUSIPCO
Sina Jafarpour, Gungor Polatkan, Eugene Brevdo, Shannon M. Hughes, Andrei Brasoveanu, Ingrid Daubechies
2008 J jnl
Image processing for artist identification.
IEEE Signal Process. Mag.
C. Richard Johnson Jr., Ella Hendriks, Igor J. Berezhnoy, Eugene Brevdo, Shannon M. Hughes, Ingrid Daubechies, Jia Li, Eric O. Postma, James Z. Wang
2006 B conf
Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment.
ICIP
Shannon M. Hughes, Ingrid Daubechies