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A. Asaei, M. Davies, H. Bourlard, and V. Cevher.
Computational Methods For Structured Sparse Component
Analysis of Convolutive Speech Mixtures.
In Proceeding of the 37th International Conference on
Acoustics, Speech, and Signal Processing (ICASSP), 2012.
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A. Kyrillidis, G. Puy, and V. Cevher.
Hard Thresholding with Norm Constraints.
Technical report, Kyoto, Japan, 2012.
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A. Kyrillidis and V. Cevher.
Sublinear time, approximate model-based sparse recovery for all.
2011.
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V. Cevher.
An Alps View Of Sparse Recovery.
In 2011 Ieee International Conference On Acoustics,
Speech, And Signal Processing, International Conference on Acoustics
Speech and Signal Processing ICASSP, pages 5808-5811. Ieee Service Center,
445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa, 2011.
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J. T. Parker, V. Cevher, and P. Schniter.
Compressive Sensing under Matrix Uncertainties: An
Approximate Message Passing Approach.
In Asilomar Conference on Signals, Systems, and
Computers, 2011.
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A. Asaei, M. Taghizadeh, H. Bourlard, and V. Cevher.
Multi-party Speech Recovery Exploiting Structured Sparsity
Models.
In INTERSPEECH 2011, 2011.
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M. Fatemi, S. Dashmiz, M. H. Shafinia, and V. Cevher.
Equivalence of synthesis and atomic formulations of sparse recovery.
2011.
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A. Kyrillidis and V. Cevher.
Recipes on Hard Thresholding Methods.
2011.
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H. Tyagi and V. Cevher.
Learning Ridge Functions with Randomized Sampling in High
Dimensions.
Technical report, 2011.
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A. Asaei, H. Bourlard, and V. Cevher.
Model-Based Compressive Sensing for Multi-Party Distant
Speech Recognition.
Technical report, 2011.
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R. Gribonval, V. Cevher, and M. Davies.
Compressible priors for high-dimensional statistics.
IEEE Transactions on Information Theory, 2011.
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S. Jafarpour, V. Cevher, and R. Schapire.
A Game Theoretic Approach to Expander-based Compressive
Sensing.
2011.
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V. Cevher.
On Accelerated Hard Thresholding Methods for Sparse
Approximation.
Technical report, 2011.
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V. Cevher.
An ALPS view of sparse recovery.
Technical report, International Conference on Acoustics, Speech, and
Signal Processing, 2011.
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R. Giryes and V. Cevher.
Online performance guarantees for sparse recovery.
Technical report, 2010.
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V. Cevher and S. Jafarpour.
Fast hard thresholding with Nesterov's gradient method.
In Neuronal Information Processing Systems, Workshop on
Practical Applications of Sparse Modeling, 2010.
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S. Jafarpour, V. Cevher, and R. E. Schapire.
Compressive sensing meets game theory.
Technical report, 2010.
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V. Cevher, P. Indyk, L. Carin, and R. Baraniuk.
Sparse Signal Acquisition and Recovery with Graphical
Models.
IEEE Signal Processing Magazine, 26, 2010.
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L. Carin, R. Baraniuk, V. Cevher, D. Dunson, M. Jordan, G. Sapiro, and
M. Wakin.
A Bayesian Approach to Learning Low-Dimensional Signal
Models from Incomplete Measurements.
IEEE Signal Processing Magazine, 2010.
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A. C. Gurbuz, V. Cevher, and J. H. McClellan.
Bearing estimation via spatial sparsity using compressive sensing.
IEEE Transactions on Aerospace and Electronic
Systems, 2010.
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A. Krause and V. Cevher.
Submodular dictionary selection for sparse representation.
In International Conference on Machine Learning (ICML),
2010.
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A. Waters and V. Cevher.
Distributed bearing estimation via matrix completion.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2010.
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R. Baraniuk, V. Cevher, M. F. Duarte, and C. Hegde.
Model-based compressive sensing.
IEEE Transactions on Information Theory,
56(4):1982-2001, 2010.
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R. Baraniuk, V. Cevher, and M. B. Wakin.
Low-dimensional models for dimensionality reduction and signal
recovery: A geometric perspective.
Proceedings of the IEEE, 98(6):959-971, 2010.
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V. Cevher and A. Krause.
Greedy dictionary selection for sparse representation.
In Ieee Journal Of Selected Topics In Signal
Processing, volume 5, pages 979-988, 2009.
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V. Cevher.
Learning with Compressible Priors.
In Neural Information Processing Systems (NIPS), 2009.
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M. F. Duarte, V. Cevher, and R. G. Baraniuk.
Model-Based Compressive Sensing for Signal Ensembles.
In 47th Annual Allerton Conference on Communication,
Control and Computing, 2009.
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V. Cevher, P. Indyk, C. Hegde, and R. Baraniuk.
Recovery of clustered sparse signals from compressive measurements.
In International conference on Sampling Theory and
Applications(SAMPTA), 2009.
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V. Cevher, P. Boufounos, R. G. Baraniuk, A. C. Gilbert, and M. J. Strauss.
Near-Optimal Bayesian Localization via Incoherence and
Sparsity.
In IEEE/ACM Information Processing in Sensor
Networks (IPSN), 2009.
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C. Hegde, M. F. Duarte, and V. Cevher.
Compressive sensing recovery of spike trains using a structured
sparsity model.
In Workshop on Signal Processing with Adaptive Sparse
Structured Representations (SPARS), 2009.
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M. F. Duarte, C. Hegde, V. Cevher, and R. G. Baraniuk.
Recovery of Compressible Signals in Unions of Subspaces.
In Conference on Information Sciences and Systems
(CISS), 2009.
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V. Cevher and L. Kaplan.
Acoustic sensor network design for position estimation.
ACM Transactions on Sensor Networks, 5(3), 2009.
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V. Cevher, R. Chellappa, and J. H. McClellan.
Vehicle speed estimation using acoustic wave patterns.
IEEE Transactions on Signal Processing, 57(1):30-47,
2009.
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V. Cevher, M. F. Duarte, C. Hedge, and R. Baraniuk.
Sparse signal recovery using Markov random fields.
In Neural Information Processing Systems (NIPS), 2008.
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V. Cevher, A. Sankaranarayanan, M. F. Duarte, D. Reddy, R. G. Baraniuk, and
R. Chellappa.
Compressive Sensing for Background Subtraction.
In European Conference on Computer Vision (ECCV), 2008.
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V. Cevher, M. F. Duarte, and R. Baraniuk.
Distributed target localization via spatial sparsity.
In European Conference on Signal Processing (EUSIPCO),
2008.
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V. Cevher and L. Kaplan.
Pareto frontiers of sensor networks for localization.
In IEEE/ACM Information Processing in Sensor
Networks (IPSN), 2008.
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V. Cevher and R. Baraniuk.
Compressive Sensing For Sensor Calibration.
In IEEE Sensor Array and Multichannel Signal
Processing Workshop (SAM), 2008.
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D. Reddy, A. C. Sankaranarayanan, V. Cevher, and R. Chellappa.
Compressed Sensing For Multi-View Tracking And 3-D
Voxel Reconstruction.
In IEEE International Conference on Image Processing
(ICIP), 2008.
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V. Cevher, A. C. Sankaranarayanan, and R. Chellappa.
Factorized variational approximations for acoustic multi source
localization.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2008.
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V. Cevher, A. C. Gurbuz, J. H. McClellan, and R. Chellappa.
Compressive wireless arrays for bearing estimation.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2008.
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A. C. Gurbuz, J. H. McClellan, and V. Cevher.
A compressive beamforming method.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2008.
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V. Cevher, R. Chellappa, and J. H. McClellan.
Gaussian approximations for energy-based detection and localization
in sensor networks.
In IEEE Statistical Signal Processing Workshop
(SSP), 2007.
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R. Velmurugan, V. Cevher, and J. H. McClellan.
Implementation of batch-based particle filters for multi-sensor
tracking.
In IEEE Computational Advances in Multi-Sensor
Adaptive Processing (CAMSAP), 2007.
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R. Velmurugan, S. Subramanian, V. Cevher, J. H. McClellan, and D. V. Anderson.
Mixed-mode implementation of particle filters.
In IEEE Pacific Rim Conference on Communications,
Computers and Signal Processing (PACRIM), 2007.
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V. Cevher, R. Chellappa, and J. H. McClellan.
Joint acoustic-video fingerprinting of vehicles, part I.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2007.
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V. Cevher, F. Guo, A. C. Sankaranarayanan, and R. Chellappa.
Joint acoustic-video fingerprinting of vehicles, part II.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2007.
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V. Cevher, F. Shah, R. Velmurugan, and J. H. McClellan.
A multi target bearing tracking system using random sampling
consensus.
In IEEE Aerospace Conference, 2007.
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M. Borkar, V. Cevher, and J. H. McClellan.
A Monte-Carlo approach for tracking mobile personnel.
In IEEE Aerospace Conference, 2007.
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L. M. Kaplan and V. Cevher.
Design considerations for a heterogeneous network of bearings-only
sensors using sensor management.
In IEEE Aerospace Conference, 2007.
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V. Cevher, R. Velmurugan, and J. H. McClellan.
Acoustic multi target tracking using direction-of-arrival batches.
IEEE Transactions on Signal Processing,
55(6):2810-2825, 2007.
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V. Cevher, A. C. Sankaranarayanan, J. H. McClellan, and R. Chellappa.
Target tracking using a joint acoustic video system.
IEEE Transactions on Multimedia, 9(4):715-727, 2007.
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M. Alam, V. Cevher, J. H. McClellan, G. D. Larson, and W. R. Scott.
Optimal maneuvering of seismic sensors for localization of subsurface
targets.
IEEE Transactions on Geoscience and Remote Sensing,
45(5):1247-1257, 2007.
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M. Borkar, V. Cevher, and J. H. McClellan.
Decentralized State Initialization with Delay Compensation
for Multi-modal Sensor Networks.
Journal of Vlsi Signal Processing Systems for Signal
Image and Video Technology, 48(1-2):109-125, 2007.
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M. Borkar, V. Cevher, and J. H. McClellan.
Low computation and low latency algorithms for distributed sensor
network initialization.
Signal, Image and Video Processing, 1(2):133-148, 2007.
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S. Ozgur, V. Cevher, D. B. Williams, and J. H. McClellan.
Convergence analysis for sequential Monte Carlo receivers in
communications applications.
In IEEE DSPWorkshop, 2006.
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V. Cevher, M. Borkar, and J. H. McClellan.
A joint radar-acoustic particle filter tracker with acoustic
propagation delay compensation.
In European Conference on Signal Processing (EUSIPCO),
2006.
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R. Velmurugan, S. Subramanian, V. Cevher, D. Abramson, K. M. Odame, J. D. Gray,
H. J. Lo, J. H. McClellan, and D. V. Anderson.
On low-power analog implementations of particle filters for target
tracking.
In European Conference on Signal Processing (EUSIPCO),
2006.
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V. Cevher, R. Velmurugan, and J. H. McClellan.
A range-only multiple target particle filter tracker.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2006.
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M. Alam, V. Cevher, and J. H. McClellan.
Optimal experiments with seismic sensors.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2006.
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M. Borkar, V. Cevher, and J. H. McClellan.
A Monte-Carlo method for initializing distributed tracking
algorithms.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2006.
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V. Cevher, R. Velmurugan, and J. H. McClellan.
Multi target direction-of-arrival tracking using road priors.
In IEEE Aerospace Conference, 2006.
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V. Cevher and J. H. McClellan.
Acoustic node calibration using moving sources.
IEEE Transactions on Aerospace and Electronic
Systems, 42(2):585-600, 2006.
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V. Cevher and J. H. McClellan.
An acoustic multiple target tracker.
In IEEE Statistical Signal Processing Conference
(SSP), 2005.
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V. Cevher, J. H. McClellan, and M. Borkar.
Estimating target state distributions in a distributed sensor network
using a Monte-Carlo approach.
In IEEEWorkshop on Machine Learning for Signal
Processing (MLSP), 2005.
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J. H. McClellan and V. Cevher.
Proposal strategies for joint state-space tracking with particle
filters.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2005.
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V. Cevher and J. H. McClellan.
General direction-of-arrival tracking with acoustic nodes.
IEEE Transactions on Signal Processing, 53(1):1-12,
2005.
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A. C. Sankaranayanan, Q. Zheng, R. Chellappa, V. Cevher, J. H. McClellan, and
G. Qian.
Vehicle tracking using acoustic and video sensors.
In Army Science Conference (ASC), 2004.
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J. H. McClellan and V. Cevher.
Acoustic node calibration using helicopter sounds and Monte Carlo
markov chain methods.
In IEEE DSP Workshop, 2004.
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J. H. McClellan and V. Cevher.
Fast initialization of particle filters using a modified
Metropolis-Hastings algorithm: Mode-hungry approach.
In IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP), 2004.
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R. M. Dansereau, W. Kinsner, and V. Cevher.
Wavelet packet best basis search using generalized Renyi entropy.
In IEEE Canadian Conference on Electrical and Computer
Engineering (CCECE), 2002.
[ Details ]
J. H. McClellan and V. Cevher.
Tracking of multiple wideband targets using passive sensor arrays and
particle filters.
In IEEE DSP Workshop, 2002.
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J. H. McClellan and V. Cevher.
2-d sensor position perturbation analysis: Equivalence to AWGN on
array outputs.
In IEEE Sensor Array and Multichannel Signal
Processing Workshop (SAM), 2002.
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W. Kinsner, V. Cevher, and R. M. Dansereau.
Wavelet packet best basis search using generalized Renyi entropy.
Ieee Ccec 2002: Canadian Conference On Electrcial
And Computer Engineering, Vols 1-3, Conference Proceedings,
pages 1005-1008, 2002.
[ DOI |
Details ]
V. Cevher and J. H. McClellan.
Sensor array calibration via tracking with the extended Kalman
filter.
In International Conference on Acoustics, Speech, and
Signal Processing (ICASSP), 2001.
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