93 citations · 216 across the 8 of their papers we have counts for
8 papers
Approximate Message Passing in Coded Aperture Snapshot Spectral Imaging
Jin Tan, Yanting Ma, Hoover Rueda +2
We consider a compressive hyperspectral imaging reconstruction problem, where three-dimensional spatio-spectral information about a scene is sensed by a coded aperture snapshot spe…
Compressive Hyperspectral Imaging via Approximate Message Passing
Jin Tan, Yanting Ma, Hoover Rueda +2
We consider a compressive hyperspectral imaging reconstruction problem, where three-dimensional spatio-spectral information about a scene is sensed by a coded aperture snapshot spe…
Empirical Bayes and Full Bayes for Signal Estimation
Yanting Ma, Jin Tan, Nikhil Krishnan +1
We consider signals that follow a parametric distribution where the parameter values are unknown. To estimate such signals from noisy measurements in scalar channels, we study the…
Compressive Imaging via Approximate Message Passing with Image Denoising
Jin Tan, Yanting Ma, Dror Baron
We consider compressive imaging problems, where images are reconstructed from a reduced number of linear measurements. Our objective is to improve over existing compressive imaging…
Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error
Jin Tan, Dror Baron, Liyi Dai
Consider the estimation of a signal from noisy observations , where the input~ is generated by an independent and identically distrib…
Mixture Gaussian Signal Estimation with L_infty Error Metric
Jin Tan, Dror Baron, Liyi Dai
We consider the problem of estimating an input signal from noisy measurements in both parallel scalar Gaussian channels and linear mixing systems. The performance of the estimation…