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The Scientific World Journal
Volume 2014, Article ID 487506, 6 pages
http://dx.doi.org/10.1155/2014/487506
Research Article

Through-Wall Image Enhancement Using Fuzzy and QR Decomposition

1Centre for Advanced Studies in Telecommunication (CAST), Comsats, Islamabad, Pakistan
2Department of Electrical Engineering, College of Signals, National University of Sciences and Technology (NUST), Islamabad, Pakistan

Received 5 August 2013; Accepted 2 January 2014; Published 23 February 2014

Academic Editors: S. Bourennane and J. Marot

Copyright © 2014 Muhammad Mohsin Riaz and Abdul Ghafoor. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

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.