
Distributed Unmixing of Hyperspectral Data With Sparsity Constraint
Spectral unmixing (SU) is a data processing problem in hyperspectral rem...
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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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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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Doubledetector 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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Sparse Diffusion SteepestDescent for One Bit Compressed Sensing in Wireless Sensor Networks
This letter proposes a sparse diffusion steepestdescent algorithm for o...
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Dictionary Learning for Blind One Bit Compressed Sensing
This letter proposes a dictionary learning algorithm for blind one bit c...
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Bayesian Hypothesis Testing for Block Sparse Signal Recovery
This letter presents a novel Block Bayesian Hypothesis Testing Algorithm...
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Iterative Bayesian Reconstruction of NonIID BlockSparse Signals
This paper presents a novel Block Iterative Bayesian Algorithm (BlockIB...
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Sparse Component Analysis (SCA) in Randomvalued and Salt and Pepper Noise Removal
In this paper, we propose a new method for impulse noise removal from im...
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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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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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Hyperspectral Unmixing Based on Clustered Multitask Networks
Hyperspectral remote sensing is a prominent research topic in data proce...
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Sparsity Constrained Distributed Unmixing of Hyperspectral Data
Spectral unmixing (SU) is a technique to characterize mixed pixels in hy...
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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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One Bit Spectrum Sensing in Cognitive Radio Sensor Networks
This paper proposes a spectrum sensing algorithm from one bit measuremen...
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Hadi Zayyani
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Head of Electrical and Computer Faculty ,Member of the Board of Directors at Qom University of Technology