Hadi Zayyani | DeepAI

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Featured Co-authors

Mário A. T. Figueiredo
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Jingxin Zhang
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Mehdi Korki
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Cishen Zhang
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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...

0 Seyed Hossein Mosavi Azarang, et al. ∙

∙ 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...

0 Sara Khoshsokhan, et al. ∙

∙ 03/24/2019

One Bit Spectrum Sensing in Cognitive Radio Sensor Networks

This paper proposes a spectrum sensing algorithm from one bit measuremen...

0 Hadi Zayyani, et al. ∙

∙ 02/20/2019

Sparsity Constrained Distributed Unmixing of Hyperspectral Data

Spectral unmixing (SU) is a technique to characterize mixed pixels in hy...

0 Sara Khoshsokhan, et al. ∙

∙ 12/27/2018

Hyperspectral Unmixing Based on Clustered Multitask Networks

Hyperspectral remote sensing is a prominent research topic in data proce...

0 Sara Khoshsokhan, et al. ∙

∙ 04/12/2018

Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm

This paper investigates the problem of sparse signal recovery in the pre...

0 Amirhossein Javaheri, et al. ∙

∙ 11/25/2017

Multivariate Copula Spatial Dependency in One Bit Compressed Sensing

In this letter, the problem of sparse signal reconstruction from one bit...

0 Zahra Sadeghigol, et al. ∙

∙ 11/03/2017

Distributed Unmixing of Hyperspectral Data With Sparsity Constraint

Spectral unmixing (SU) is a data processing problem in hyperspectral rem...

0 Sara Khoshsokhan, et al. ∙

∙ 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...

0 Amirhossein Javaheri, et al. ∙

∙ 01/25/2017

A Convex Similarity Index for Sparse Recovery of Missing Image Samples

This paper investigates the problem of recovering missing samples using ...

0 Amirhossein Javaheri, et al. ∙

∙ 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...

0 Hadi Zayyani, et al. ∙

∙ 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...

0 Hadi Zayyani, et al. ∙

∙ 08/30/2015

Dictionary Learning for Blind One Bit Compressed Sensing

This letter proposes a dictionary learning algorithm for blind one bit c...

0 Hadi Zayyani, et al. ∙

∙ 08/22/2015

Bayesian Hypothesis Testing for Block Sparse Signal Recovery

This letter presents a novel Block Bayesian Hypothesis Testing Algorithm...

0 Mehdi Korki, et al. ∙

∙ 12/07/2014

Iterative Bayesian Reconstruction of Non-IID Block-Sparse Signals

This paper presents a novel Block Iterative Bayesian Algorithm (Block-IB...

0 Mehdi Korki, et al. ∙

∙ 12/15/2008

Sparse Component Analysis (SCA) in Random-valued and Salt and Pepper Noise Removal

In this paper, we propose a new method for impulse noise removal from im...

0 Hadi Zayyani, et al. ∙

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