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04/10/2022
Spectral Unmixing of Hyperspectral Images Based on Block Sparse Structure
Spectral unmixing (SU) of hyperspectral images (HSIs) is one of the impo...
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05/16/2019
Clustered Multitask Nonnegative Matrix Factorization for Spectral Unmixing of Hyperspectral Data
In this paper, the new algorithm based on clustered multitask network is...
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03/24/2019
One Bit Spectrum Sensing in Cognitive Radio Sensor Networks
This paper proposes a spectrum sensing algorithm from one bit measuremen...
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02/20/2019
Sparsity Constrained Distributed Unmixing of Hyperspectral Data
Spectral unmixing (SU) is a technique to characterize mixed pixels in hy...
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12/27/2018
Hyperspectral Unmixing Based on Clustered Multitask Networks
Hyperspectral remote sensing is a prominent research topic in data proce...
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04/12/2018
Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm
This paper investigates the problem of sparse signal recovery in the pre...
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11/25/2017
Multivariate Copula Spatial Dependency in One Bit Compressed Sensing
In this letter, the problem of sparse signal reconstruction from one bit...
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11/03/2017
Distributed Unmixing of Hyperspectral Data With Sparsity Constraint
Spectral unmixing (SU) is a data processing problem in hyperspectral rem...
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06/28/2017
Recovery of Missing Samples Using Sparse Approximation via a Convex Similarity Measure
In this paper, we study the missing sample recovery problem using method...
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01/25/2017
A Convex Similarity Index for Sparse Recovery of Missing Image Samples
This paper investigates the problem of recovering missing samples using ...
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07/02/2016
Double-detector for Sparse Signal Detection from One Bit Compressed Sensing Measurements
This letter presents the sparse vector signal detection from one bit com...
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01/03/2016
Sparse Diffusion Steepest-Descent for One Bit Compressed Sensing in Wireless Sensor Networks
This letter proposes a sparse diffusion steepest-descent algorithm for o...
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08/30/2015
Dictionary Learning for Blind One Bit Compressed Sensing
This letter proposes a dictionary learning algorithm for blind one bit c...
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08/22/2015
Bayesian Hypothesis Testing for Block Sparse Signal Recovery
This letter presents a novel Block Bayesian Hypothesis Testing Algorithm...
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12/07/2014
Iterative Bayesian Reconstruction of Non-IID Block-Sparse Signals
This paper presents a novel Block Iterative Bayesian Algorithm (Block-IB...
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12/15/2008