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Wavelet Based Medical Image Contrast and Resolution Enhancement by Incorporating Cuckoo Search Algorithm and SVD

Sandeepa K S, Basavaraj N Jagadale, J S Bhat
2017 Proceedings of The 5th IIAE International Conference on Industrial Application Engineering 2017   unpublished

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A new approach based on Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) for medical image contrast enhancement is presented. The contrast of the input image is enhanced by proposed fusion technique between wavelet based masking using Cuckoo Search Algorithm (CSA) and mask based singular value decomposition. Resolution is enhanced by combining interpolated high frequency sub band and maximum value fused low frequency sub band using mask technique. Experimental results are
more » ... tested by measuring Peak Signal to Noise Ratio (PSNR) with other contrast and resolution enhancement techniques. Structural Similarity Index of Measure (SSIM) and Correlation coefficient is also evaluated to encourage the proposed method.
doi:10.12792/icisip2017.034 fatcat:ouwxobzumfc5be2hhyixeqyyve
Citation

Sandeepa K S, Basavaraj N Jagadale, J S Bhat. "Wavelet Based Medical Image Contrast and Resolution Enhancement by Incorporating Cuckoo Search Algorithm and SVD." Proceedings of The 5th IIAE International Conference on Industrial Application Engineering 2017 (2017)