Underwater and Seawater Image Enhancement using GA with BPDFHE Algorithm |
Author(s): |
| Anu Namdeo , SRCEM; Sandeep singh Bhadoriya, SRCEM; Prasant Badal, SRCEM |
Keywords: |
| GA, CLAHE, HF, HE, BPDFHE, PSNR, Entropy |
Abstract |
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In this research, presented an underwater and a seawater image enhancement (IE) making use of genetic algorithm (GA) with brightness preserving dynamic fuzzy histogram equalization (BPDFHE) algorithm. The main issue in IE underwater images is that non-uniform illumination, low-contrast, blur effect because of turbulence in the flow of water. In underwater images, it effects the scattering of light from several particles of different sizes, low intensity because of low visibility conditions, Suspended movement particles. The experimental effect is carried out on peak signal Noise Ratio (PSNR), Entropy. This algorithm is compared with three algorithms, namely histogram equalization (HE), CLAHE-HF[1], HF method. The proposed algorithm shows that better performance as compared to other algorithms. |
Other Details |
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Paper ID: IJSRDV4I40675 Published in: Volume : 4, Issue : 4 Publication Date: 01/07/2016 Page(s): 832-836 |
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