Rice DSP Publications

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2009
J. D. Haupt, R. G. Baraniuk, R. M. Castro, and R. D. Nowak, "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
2003
R. Willett, and R. D. Nowak, Multiscale Density Estimation, : Department of Electrical and Computer Engineering , Aug., 2003. Abstract
C. D. Scott, R. Willett, and R. D. Nowak, "CORT: Classification Or Regression Trees", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP, Apr., 2003. Abstract
2002
R. Willett, and R. D. Nowak, "Platelets for Multiscale Analysis in Photon-Limited Imaging", IEEE International Conference on Image Processing, Sep., 2002. Abstract
R. Willett, and R. D. Nowak, "Multiresolution Nonparametric Intensity and Density Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May, 2002. Abstract
R. Willett, and R. D. Nowak, "Platelets for Multiscale Analysis in Medical Imaging", Joint Meeting of the IEEE Engineering in Medicine and Biology Society and the Biomedical EngineeringJoint Meeting of the IEEE Engineering in Medicine and Biology Society and the Biomedical Engineering, Apr., 2002. Abstract
2001
U. Ndili, R. D. Nowak, and M. Figueiredo, "Coding Theoretic Approach to Image Segmentation", IEEE International Conference on Image Processing, Oct., 2001. Abstract
Y. Wan, and R. D. Nowak, "A Wavelet-Based Statistical Model for Image Restoration", IEEE International Conference on Image Processing, Thessaloniki, Greece, Oct., 2001. Abstract
M. J. Borran, and R. D. Nowak, "Wavelet-Based Denoising Using Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 3925-3928, May, 2001. Abstract
U. Ndili, R. D. Nowak, R. G. Baraniuk, H. Choi, and M. Figueredo, "Coding Theoretic Approach to Unsupervised Segmentation of SAR Imagery", SPIE's 15th Annual International Symposium on Aerospace / Defense Sensing, Simulation, and Controls, Orlando, FL, Apr., 2001.
2000
R. Neelamani, R. D. Nowak, and R. G. Baraniuk, "Model-based Inverse Halftoning with Wavelet-Vaguelette Deconvolution", IEEE International Conference on Image Processing, Vancouver, BC, pp. 973-976, Sep., 2000. Abstract
Y. Wan, and R. D. Nowak, "New Bayesian Model Averaging Framework for Wavelet-Based Signal Processing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Jul., 2000. Abstract
1999
Y. Wan, and R. D. Nowak, "Quasi-Circular Rotation Invariance in Image Denoising", IEEE International Conference on Image Processing, Oct., 1999. Abstract
R. D. Nowak, "Wavelet-based Rician noise removal for magnetic resonance imaging", IEEE Transactions on Image Processing, vol. 8, no. 10, pp. 1408-1419, Oct., 1999. Abstract
R. D. Nowak, and R. G. Baraniuk, "Wavelet-Domain Filtering for Photon Imaging Systems", IEEE Transactions on Image Processing, vol. 8, no. 5, pp. 666-678, May, 1999. Abstract
R. D. Nowak, and R. G. Baraniuk, "Wavelet-Based Transformations for Nonlinear Signal Processing", IEEE Transactions on Signal Processing, vol. 47, no. 7, pp. 1852-1865, Jul., 1999. Abstract
R. L. Claypoole, R. G. Baraniuk, and R. D. Nowak, Adaptive Wavelet Transforms via Lifting, , no. ECE TR 9304: Rice University, Department of Electrical and Computer Engineering , Jan., 1999. Abstract
F. Y. Nan, and R. D. Nowak, "Generalized likelihood ratio detection for fMRI using complex data", IEEE Transactions on Medical Imaging, vol. 18, no. 4, pp. 320-329, Apr., 1999. Abstract
1998
R. L. Claypoole, R. G. Baraniuk, and R. D. Nowak, "Lifting Construction of Non-Linear Wavelet Transforms", IEEE-SP International Symposium on Time-frequency and Time-scale Analysis, pp. 49-52, Oct., 1998. Abstract
R. L. Claypoole, R. G. Baraniuk, and R. D. Nowak, "Adaptive Wavelet Transforms via Lifting", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seattle, WA/USA, pp. 1513-1516, May, 1998. Abstract
R. D. Nowak, and R. G. Baraniuk, "Adaptive Weighted Highpass Filters Using Multiscale Analysis", IEEE Transactions on Image Processing, vol. 7, no. 7, pp. 1068-1074, Jul., 1998. Abstract
M. S. Crouse, R. D. Nowak, and R. G. Baraniuk, "Wavelet -Based Statistical Signal Processing using Hidden Markov Models", IEEE Transactions on Signal Processing, vol. 46, no. 4, pp. 886-902, Apr., 1998. Abstract
1997
R. D. Nowak, and R. G. Baraniuk, "Wavelet Transforms for Nonlinear Signal Processing", IEEE Workshop on Nonlinear Signal and Image Processing, Mackinax Island, MI, Sep., 1997. Abstract
M. S. Crouse, R. D. Nowak, and R. G. Baraniuk, "Statistical Signal and Image Processing using Wavelet-Domain Hidden Markov Models", 29th Symposium on the Interface: Computing Science and Statistics, Houston, TX, May, 1997.
M. S. Crouse, R. D. Nowak, K. Mhirsi, and R. G. Baraniuk, "Detection and Classification using Wavelet-Domain Hidden Markov Models", SPIE Technical Conference on Advanced Signal Processing Algora ithms, Architectures, and Implementations VII, San Diego, Jul., 1997.
M. S. Crouse, R. D. Nowak, and R. G. Baraniuk, "Statistical Signal Processing Using Wavelet-Domain Hidden Markov Models", SPIE Technical Conference on Wavelet Applications in Signal Processing VI, San Diego, Jul., 1997.
R. D. Nowak, and R. G. Baraniuk, "Wavelet Domain Filtering for Photon Imaging Systems", SPIE Technical Conference on Wavelet Applications in Signal Processing VI, San Diego, Jul., 1997. Abstract
M. S. Crouse, R. G. Baraniuk, and R. D. Nowak, "Signal Estimation using Wavelet-Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 3429-3432, Apr., 1997. Abstract
1996
M. S. Crouse, R. G. Baraniuk, and R. D. Nowak, "Hidden Markov Models for Wavelet-based Signal Processing", Asilomar Conference on Signals, Systems, and Computers, pp. 1029-1035, Nov., 1996. Abstract
R. D. Nowak, and R. G. Baraniuk, "Wavelet Domain Filtering for Nuclear Medicine Imaging", IEEE Nuclear Science Symposium, pp. 1802-1806, Nov., 1996. Abstract
R. D. Nowak, "Volterra Filter Identification Using Penalized Least Squares", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Atlanta, GA, May, 1996. Abstract
R. D. Nowak, and R. G. Baraniuk, "Wavelet-based Decompositions for Nonlinear Signal Processing", SPIE Conference on Wavelet Applications in Signal and Image Processing, Denver, CO, pp. 260-271, Aug., 1996. Abstract

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