Image Contrast Enhancement by Scaling Reconstructed Approximation Coefficients using SVD Combined Masking Technique
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 2
Abstract
The proposed method addresses the general issues of image contrast enhancement. The input image is enhanced by incorporating discrete wavelet transform, singular value decomposition, standard intensity deviation based clipped sub image histogram equalization and masking technique. In this method, low pass filtered coefficients of wavelet and its scaled version undergoes masking approach. The scale value is obtained using singular value decomposition between reconstructed approximation coefficients and standard intensity deviation based clipped sub image histogram equalization image. The masking image is added to the original image to produce a maximum contrast-enhanced image. The supremacy of the proposed method tested over other methods. The qualitative and quantitative analysis is used to justify the performance of the proposed method.
Authors and Affiliations
Sandeepa K S, Basavaraj N Jagadale, J S Bhat, Mukund N Naragund, Panchaxri Panchaxri
Keywords
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- EP ID EP276404
- DOI 10.14569/IJACSA.2018.090218
- Views 89
- Downloads 0
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