Rice DSP Publications
] Filters: Author is Richard G. Baraniuk [Clear All Filters]
"Regime Change: Bit-Depth versus Measurement-Rate in Compressive Sensing",
2011, Oct., Submitted.
Abstract
"Greedy Feature Selection for Subspace Clustering",
Submitted to Journal of Machine Learning Research, April 2012, Submitted.
Abstract
"Anisotropic Nonlocal Means",
Applied and Computational Harmonic Analysis, Submitted.
Abstract
"Compressive Acquisition of Dynamic Scenes",
SIAM Journal on Imaging Sciences, Submitted.
Abstract
"A compressive phase-locked loop",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Submitted.
Abstract
"The pros and cons of compressive sensing for wideband signal acquisition: Noise folding vs. dynamic range",
IEEE Transactions on Signal Processing, Submitted.
Abstract
"Robust 1-bit compressive sensing via binary stable embeddings of sparse vectors",
Submitted, Submitted.
Abstract
"Signal Recovery on Incoherent Manifolds",
IEEE Transactions in Information Theory, Submitted.
Abstract
"Spectral compressive sensing",
Applied and Computational Harmonic Analysis, Submitted.
Abstract
"Stable restoration and separation of approximately sparse signals",
Applied and Computational Harmonic Analysis, Submitted.
Abstract
"Suboptimality of Nonlocal Means for Images with Sharp Edges",
Applied and Computational Harmonic Analysis, Submitted.
Abstract
"A Theory for Optical Flow-based Transport on Image Manifolds",
Applied and Computational Harmonic Analysis , Submitted.
Abstract
"Minimum Complexity Pursuit: Stability Analysis",
International Symposium of Information Theory (ISIT), Cambridge, MA, Jul., 2012.
Abstract
"SPIN: Iterative Signal Recovery on Incoherent Manifolds",
IEEE International Symposium on Informatin Theory (ISIT), Cambridge, MA, Jul., 2012.
"Kronecker compressive sensing",
IEEE Transactions on Image Processing, vol. 21, no. 2, pp. 494-504, Feb., 2012.
Abstract
"Near-Isometric Linear Embeddings of Manifolds",
Statistical Signal Processing Workshop, Ann Arbor, MI, Aug., 2012.
"CS-MUVI: Video Compressive Sensing for Spatial-Multiplexing Cameras",
IEEE Intl. Conference on Computational Photography, Seattle, WA, April, 2012.
Abstract
"Go with the flow: Optical flow-based transport operators for image manifolds",
Allerton Conference on Communication, Control and Computing, Allerton, IL/USA, September, 2011.
Abstract
"Democracy in action: Quantization, saturation, and compressive sensing",
Applied and Computational Harmonic Analysis, vol. 31, no. 3, pp. 429-443, Nov., 2011.
Abstract
"The Polyphase Random Demodulator for Wideband Compressive Sensing",
Asilomar SSC, Pacific Grove, CA, Nov., 2011.
Abstract
"The compressive multiplexer for multi-channel compressive sensing",
Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May, 2011.
Abstract
"Learning low-dimensional signal models: A Bayesian approach based on incomplete measurements",
IEEE Signal Processing Magazine (Special Issue on Dimensionality Reduction via Subspace and Manifold Learning), vol. 28, no. 2, pp. 39-51, Mar., 2011.
"Dynamic range and compressive sensing acquisition receivers",
Defense Applications of Signal Processing (DASP), Coolum, Australia, Jul., 2011.
Abstract
"More is less: Signal processing and the data deluge",
Science, vol. 331, no. 6018, pp. 717-719, Feb, 2011.
Abstract
"SpaRCS: Recovering Low-Rank and Sparse Matrices from Compressive Measurements",
Neural Information Processing Systems (NIPS), Granada, Spain, Dec., 2011.
Abstract
"Sampling and recovery of pulse streams",
IEEE Transactions on Signal Processing, vol. 59, no. 4, pp. 1505-1517, Apr., 2011.
Abstract
"Trust, but verify: Fast and accurate signal recovery from 1-bit compressive measurements",
IEEE Transactions on Signal Processing, vol. 59, no. 11, pp. 5289--5301, 2011.
Abstract
"Compressive acquisition of dynamic scenes",
European Conference on Computer Vision, Heraklion, Crete, Greece, September, 2010.
Abstract
"Recovering spikes from noisy neuronal calcium signals via structured sparse approximation",
Latent Variable Analysis and Signal Separation (LVA), Saint Malo, France, pp. 604-611, September, 2010.
Abstract
"Joint manifolds for data fusion",
IEEE Transactions on Image Processing, vol. 19, no. 10, pp. 2580-2594, Oct., 2010.
Abstract
"Tuning support vector machines for minimax and Neyman-Pearson classification",
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 10, pp. 1888-1898, Oct., 2010.
Abstract
"A wideband compressive radio receiver",
Military Communications Conference (MILCOM), San Jose, CA, Oct., 2010.
"High-dimensional data fusion via joint manifold learning",
AAAI Fall 2010 Symposium on Manifold Learning, Arlington, VA, Nov., 2010.
Abstract
"Sparse signal recovery and acquisition with graphical models",
IEEE Signal Processing Magazine, vol. 27, no. 6, pp. 92-103, Nov, 2010.
"Compressive sensing of a superposition of pulses",
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Tx, Mar., 2010.
Abstract
"Texas Hold 'Em algorithms for distributed compressive sensing",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, Mar., 2010.
Abstract
"Beyond Nyquist: Efficient sampling of sparse bandlimited signals",
IEEE Transactions in Information Theory, vol. 56, no. 1, pp. 520-544, Jan., 2010.
Abstract
"Spectral compressive sensing",
Technical Report TREE-1005, Feb., 2010.
Abstract
"Model-based compressive sensing",
IEEE Transactions in Information Theory, vol. 56, pp. 1982-2001, April, 2010.
Abstract
"Signal processing with compressive measurements",
Journal of Selected Topics in Signal Processing, vol. 4, no. 2, pp. 445-460, Apr., 2010.
Abstract
"Low-dimensional models for dimensionality reduction and signal recovery: A geometric perspective",
Proceedings of the IEEE, vol. 98, no. 6, pp. 959-971, 2010.
Abstract
"Application of compressive sensing to the design of wideband signal acquisition receivers",
6th U.S. / Australia Joint Workshop on Defense Applications of Signal Processing (DASP), Lihue, HI, Sept., 2009.
Abstract
"Compressive sensing of streams of pulses",
Allerton Conference on Communication, Control, and Computing, Sep., 2009.
Abstract
"Model-based compressive sensing for signal ensembles",
Proceedings of the 47rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sep., 2009.
Abstract
"Compressive distilled sensing: Sparse recovery using adaptivity in compressive measurements",
43rd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA/USA, Oct., 2009.
Abstract
"Exact signal recovery from sparsely corrupted measurements through the pursuit of justice",
Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov., 2009.
Abstract
A simple proof that random matrices are democratic,
, no. TREE 0906: Rice University, Department of Electrical and Computer Engineering, Nov., 2009.
Abstract
"Sparse geodesic paths",
AAAI Fall 2009 Symposium on Manifold Learning, Arlington, Virginia, Nov., 2009.
Abstract
"Finite range scalar quantization for compressive sensing",
Proc. International Conference on Sampling Theory and Applications (SAMPTA), Marseille, May, 2009.
Abstract
"Recovery of clustered sparse signals from compressive measurements",
Sampling Theory and Applications (SAMPTA), Marseille, May, 2009.
Abstract