Demosaicing of Color Images Using RBF Based Neural Network Technique
V.N.V. Satya Prakash, K. Satya Prasad, T. Jaya Chandra Prasad · Procedia Computer Science · 2016
Due to the high cost and maintenance, Most of the color sensor cameras are arranged with CFA (color filter array), it produces the mosaicked image. The process of reconstruction is called demosaicing. There are various issues to reconstruct the mosaicked images. To overcome these issues we proposed a bilinear interpolation scheme to detect the missing pixel values which are required at the reconstruction stage and radial basis neural network approach to perform the efficient reconstruction to the image. Experimental results shows the proposed algorithm outperforms when compared to other existing state of art techniques.