Edge Sensing Demosaicing Using Adaptive Weighted Interpolation
- 1 Department of Electronics and Communication Engineering, Faculty of Engineering, Noorul Islam College of Engineering, Kumaracoil, India
- 2 Department of Electronics and Communication Engineering, Faculty of Engineering, R.M.K. College of Engineering, Kavarapettai, India
Demosaicing is a process of obtaining a full color image by interpolating the missing colors of an image captured from a digital still and video cameras that use a single-sensor array. The edges are not handled properly in the existing demosaicking methods. This study provides an effective demosaicing algorithm applying an adaptive weighted-edge interpolation to handle green pixels. Due to the introduction of adaptive threshold based on the high frequency information for the classification of edges and textures, the interpolation of edges is performed excellently. Adaptive weights depending on spatial and spectral correlation are assigned for interpolation on both edges and smooth region. A refinement scheme based on enhanced effective color interpolation is used to improve the red and blue interpolation to obtain better quality image. As compared with the latest demosaicing algorithms, the proposed algorithm produces the best average demosaicing performance both objectively and subjectively. This approach handles the edges in a proper way and reconstructs the color image with best peak signal to noise ratio.
Copyright: © 2013 Dev R. Newlin and Elwin Chandra Monie. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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- Bayer CFA
- Adaptive Weighted Interpolation