Shannon M. Hughes

According to our database, Shannon M. Hughes authored at least 19 papers between 2006 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Efficient Dictionary Learning via Very Sparse Random Projections.

Farhad Pourkamali-Anaraki, Stephen Becker, Shannon M. Hughes

CoRR, 2015

2014

Memory and Computation Efficient PCA via Very Sparse Random Projections.

Farhad Pourkamali-Anaraki, Shannon M. Hughes

Proceedings of the 31th International Conference on Machine Learning, 2014

Regularizing inverse problems in image processing with a manifold-based model of overlapping patches.

Yevgen Matviychuk, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2014

Efficient recovery of principal components from compressive measurements with application to Gaussian mixture model estimation.

Farhad Pourkamali-Anaraki, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings.

Hanchao Qi, Armeen Taeb, Shannon M. Hughes

Signal Process., 2013

Restoration of X-ray fluorescence images of hidden paintings.

Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld

Signal Process., 2013

Kernel compressive sensing.

Farhad Pourkamali-Anaraki, Shannon M. Hughes

Proceedings of the IEEE International Conference on Image Processing, 2013

An efficient method for finding intersections of many manifolds with application to patch based image processing.

Yevgen Matviychuk, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2013

Compressive K-SVD.

Farhad Pourkamali-Anaraki, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Technical report: Two observations on probability distribution symmetries for randomly-projected data

Hanchao Qi, Shannon M. Hughes

CoRR, 2012

Invariance of principal components under low-dimensional random projection of the data.

Hanchao Qi, Shannon M. Hughes

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements.

Hanchao Qi, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2011

A new method for visual stylometry on impressionist paintings.

Hanchao Qi, Shannon M. Hughes

Proceedings of the IEEE International Conference on Acoustics, 2011

Virtual underpainting reconstruction from X-ray fluorescence imaging data.

Anila Anitha, Andrei Brasoveanu, Marco F. Duarte, Shannon M. Hughes, Ingrid Daubechies, Joris Dik, Koen Janssens, Matthias Alfeld

Proceedings of the 19th European Signal Processing Conference, 2011

2009

Detection of forgery in paintings using supervised learning.

Gungor Polatkan, Sina Jafarpour, Andrei Brasoveanu, Shannon M. Hughes, Ingrid Daubechies

Proceedings of the International Conference on Image Processing, 2009

Connecting spectral and spring methods for manifold learning.

Shannon M. Hughes, Peter J. Ramadge

Proceedings of the IEEE International Conference on Acoustics, 2009

Stylistic analysis of paintings usingwavelets and machine learning.

Sina Jafarpour, Gungor Polatkan, Eugene Brevdo, Shannon M. Hughes, Andrei Brasoveanu, Ingrid Daubechies

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Image processing for artist identification.

C. Richard Johnson Jr., Ella Hendriks, Igor J. Berezhnoy, Eugene Brevdo, Shannon M. Hughes, Ingrid Daubechies, Jia Li, Eric O. Postma, James Z. Wang

IEEE Signal Process. Mag., 2008

2006

Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment.

Shannon M. Hughes, Ingrid Daubechies

Proceedings of the International Conference on Image Processing, 2006