Through-Wall Image Enhancement Using Fuzzy and QR Decomposition

QR decomposition and fuzzy logic based scheme is proposed for through-wall image enhancement. QR decomposition is less complex compared to singular value decomposition. Fuzzy inference engine assigns weights to different overlapping subspaces. Quantitative measures and visual inspection are used to...

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Main Authors: Muhammad Mohsin Riaz, Abdul Ghafoor
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/487506
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author Muhammad Mohsin Riaz
Abdul Ghafoor
author_facet Muhammad Mohsin Riaz
Abdul Ghafoor
author_sort Muhammad Mohsin Riaz
collection DOAJ
description QR decomposition and fuzzy logic based scheme is proposed for through-wall image enhancement. QR decomposition is less complex compared to singular value decomposition. Fuzzy inference engine assigns weights to different overlapping subspaces. Quantitative measures and visual inspection are used to analyze existing and proposed techniques.
format Article
id doaj-art-94875e6e60a44bffb0d2f03f2c372f0f
institution Kabale University
issn 2356-6140
1537-744X
language English
publishDate 2014-01-01
publisher Wiley
record_format Article
series The Scientific World Journal
spelling doaj-art-94875e6e60a44bffb0d2f03f2c372f0f2025-02-03T01:12:07ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/487506487506Through-Wall Image Enhancement Using Fuzzy and QR DecompositionMuhammad Mohsin Riaz0Abdul Ghafoor1Centre for Advanced Studies in Telecommunication (CAST), Comsats, Islamabad, PakistanDepartment of Electrical Engineering, College of Signals, National University of Sciences and Technology (NUST), Islamabad, PakistanQR decomposition and fuzzy logic based scheme is proposed for through-wall image enhancement. QR decomposition is less complex compared to singular value decomposition. Fuzzy inference engine assigns weights to different overlapping subspaces. Quantitative measures and visual inspection are used to analyze existing and proposed techniques.http://dx.doi.org/10.1155/2014/487506
spellingShingle Muhammad Mohsin Riaz
Abdul Ghafoor
Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
The Scientific World Journal
title Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
title_full Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
title_fullStr Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
title_full_unstemmed Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
title_short Through-Wall Image Enhancement Using Fuzzy and QR Decomposition
title_sort through wall image enhancement using fuzzy and qr decomposition
url http://dx.doi.org/10.1155/2014/487506
work_keys_str_mv AT muhammadmohsinriaz throughwallimageenhancementusingfuzzyandqrdecomposition
AT abdulghafoor throughwallimageenhancementusingfuzzyandqrdecomposition