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ORCIDShannon M. Hughes
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2010 – 2019
- 2015
[i2]Farhad Pourkamali-Anaraki, Stephen Becker, Shannon M. Hughes:
Efficient Dictionary Learning via Very Sparse Random Projections. CoRR abs/1504.01169 (2015)- 2014
- [c14]Farhad Pourkamali-Anaraki
, Shannon M. Hughes:
Efficient recovery of principal components from compressive measurements with application to Gaussian mixture model estimation. ICASSP 2014: 2332-2336 - [c13]Yevgen Matviychuk, Shannon M. Hughes:
Regularizing inverse problems in image processing with a manifold-based model of overlapping patches. ICASSP 2014: 5352-5356 - [c12]Farhad Pourkamali-Anaraki, Shannon M. Hughes:
Memory and Computation Efficient PCA via Very Sparse Random Projections. ICML 2014: 1341-1349 - 2013
- [j3]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): 541-553 (2013) - [j2]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): 592-604 (2013) - [c11]Farhad Pourkamali-Anaraki, Shannon M. Hughes:
Compressive K-SVD. ICASSP 2013: 5469-5473 - [c10]Yevgen Matviychuk, Shannon M. Hughes:
An efficient method for finding intersections of many manifolds with application to patch based image processing. ICASSP 2013: 6073-6077 - [c9]Farhad Pourkamali-Anaraki, Shannon M. Hughes:
Kernel compressive sensing. ICIP 2013: 494-498 - 2012
- [c8]Hanchao Qi, Shannon M. Hughes:
Invariance of principal components under low-dimensional random projection of the data. ICIP 2012: 937-940 - [i1]Hanchao Qi, Shannon M. Hughes:
Technical report: Two observations on probability distribution symmetries for randomly-projected data. CoRR abs/1205.5589 (2012) - 2011
- [c7]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: 1239-1243 - [c6]Hanchao Qi, Shannon M. Hughes:
A new method for visual stylometry on impressionist paintings. ICASSP 2011: 2036-2039 - [c5]Hanchao Qi, Shannon M. Hughes:
Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements. ICASSP 2011: 3940-3943
2000 – 2009
- 2009
- [c4]Sina Jafarpour, Gungor Polatkan, Eugene Brevdo, Shannon M. Hughes, Andrei Brasoveanu, Ingrid Daubechies:
Stylistic analysis of paintings usingwavelets and machine learning. EUSIPCO 2009: 1220-1224 - [c3]Shannon M. Hughes, Peter J. Ramadge:
Connecting spectral and spring methods for manifold learning. ICASSP 2009: 1565-1568 - [c2]Gungor Polatkan, Sina Jafarpour, Andrei Brasoveanu, Shannon M. Hughes, Ingrid Daubechies:
Detection of forgery in paintings using supervised learning. ICIP 2009: 2921-2924 - 2008
- [j1]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): 37-48 (2008) - 2006
- [c1]Shannon M. Hughes, Ingrid Daubechies:
Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment. ICIP 2006: 365-368
Coauthor Index
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