Shannon M. Hughes

Publication Activity (10 Years)

Years Active: 2006-2015
Publications (10 Years): 1

Top Topics

Image Processing

Dimensionality Reduction

Principal Components

Random Projections

Top Venues

Signal Process.

Publications

Farhad Pourkamali-Anaraki, Stephen Becker, Shannon M. Hughes
Efficient Dictionary Learning via Very Sparse Random Projections. CoRR (2015)
Farhad Pourkamali-Anaraki, Shannon M. Hughes
Memory and Computation Efficient PCA via Very Sparse Random Projections. ICML (2014)
Farhad Pourkamali-Anaraki, Shannon M. Hughes
Efficient recovery of principal components from compressive measurements with application to Gaussian mixture model estimation. ICASSP (2014)
Yevgen Matviychuk, Shannon M. Hughes
Regularizing inverse problems in image processing with a manifold-based model of overlapping patches. ICASSP (2014)
Farhad Pourkamali-Anaraki, Shannon M. Hughes
Compressive K-SVD. ICASSP (2013)
Farhad Pourkamali-Anaraki, Shannon M. Hughes
Kernel compressive sensing. ICIP (2013)
Yevgen Matviychuk, Shannon M. Hughes
An efficient method for finding intersections of many manifolds with application to patch based image processing. ICASSP (2013)
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
Restoration of X-ray fluorescence images of hidden paintings. Signal Process. 93 (3) (2013)
Hanchao Qi, Armeen Taeb, Shannon M. Hughes
Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings. Signal Process. 93 (3) (2013)
Hanchao Qi, Shannon M. Hughes
Invariance of principal components under low-dimensional random projection of the data. ICIP (2012)
Hanchao Qi, Shannon M. Hughes
Technical report: Two observations on probability distribution symmetries for randomly-projected data CoRR (2012)
Hanchao Qi, Shannon M. Hughes
A new method for visual stylometry on impressionist paintings. ICASSP (2011)
Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld
Virtual underpainting reconstruction from X-ray fluorescence imaging data. EUSIPCO (2011)
Hanchao Qi, Shannon M. Hughes
Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements. ICASSP (2011)
Shannon M. Hughes, Peter J. Ramadge
Connecting spectral and spring methods for manifold learning. ICASSP (2009)
Gungor Polatkan, Sina Jafarpour, Andrei Brasoveanu, Shannon M. Hughes, Ingrid Daubechies
Detection of forgery in paintings using supervised learning. ICIP (2009)
Sina Jafarpour, Gungor Polatkan, Eugene Brevdo, Shannon M. Hughes, Andrei Brasoveanu, Ingrid Daubechies
Stylistic analysis of paintings usingwavelets and machine learning. EUSIPCO (2009)
C. Richard Johnson Jr., Ella Hendriks, Igor J. Berezhnoy, Eugene Brevdo, Shannon M. Hughes, Ingrid Daubechies, Jia Li, Eric O. Postma, James Z. Wang
Image processing for artist identification. IEEE Signal Process. Mag. 25 (4) (2008)
Shannon M. Hughes, Ingrid Daubechies
Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment. ICIP (2006)