Title :
Singular Value Decomposition and Akaike Information Criterion Based through Wall Image Enhancement
Author :
Riaz, M.M. ; Ghafoor, Abdul ; Sreeram, Victor
Author_Institution :
Dept. of Electr. Eng., Coll. of Signals Nat. Univ. of Sci. & Technol. (NUST), Islamabad, Pakistan
Abstract :
Singular value decomposition and Akaike information criterion based image enhancement is proposed for through wall imaging. Akaike information criterion is used with singular value decomposition to find spectral images belonging to targets. Simulation results compared on the basis of mean square error, peak signal to noise ratio, miss detection, false detection and visual inspection show the significance of the proposed scheme.
Keywords :
image enhancement; mean square error methods; singular value decomposition; Akaike information criterion; MSE; SVD; false detection; image enhancement; mean square error; miss detection; peak signal to noise ratio; singular value decomposition; spectral images; through wall imaging; visual inspection; Clutter; Educational institutions; Image enhancement; PSNR; Radar imaging; Singular value decomposition;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6692756
