Journal
MULTIMEDIA TOOLS AND APPLICATIONS
Volume 79, Issue 15-16, Pages 10047-10063Publisher
SPRINGER
DOI: 10.1007/s11042-019-08091-1
Keywords
Charge coupled devices (CCD); Fuzzy logic (FL); Genetic algorithm (GA); Peak signal to noise ratio (PSNR); Hue transition (HT); Adaptive CFA-ACFA; Hybrid algorithm (HA)
Ask authors/readers for more resources
As digital cameras become more enhanced and small, CCD sensors can relate to only one color of a pixel. This color mosaic pattern is called as Bayer Pattern(BP) which requires processing to obtain a color image with a higher resolution. Each image pixel that undergoes interpolation has a full color spectrum based on surrounding pixel colors. Here we introduce Adaptive CFA(ACFA) interpolation model. For normal image regions hue technique is used while edge regions adapt the new technique. It is proposed to apply fuzzy logic and fuzzy rule which is based on Genetic Algorithm that uses random local search to enhance the PSNR. Medical image reconstruction by this proposed fuzzy based method outperforms the other medical image reconstruction methods.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available