Demosaicing, or color filter array (CFA) interpolation, estimates missing color channels of raw mosaiced images from a CFA to reproduce full-color images. It is an essential process for single-sensor digital cameras with CFAs. In this paper, a new demosaicing method for digital cameras with Bayer-like W-RGB CFAs is proposed. To preserve the edge structure when reproducing full-color images, we propose an edge direction-adaptive method using color difference estimation between different channels, which can be applied to practical digital camera use. To evaluate the performance of the proposed method in terms of CPSNR, FSIM, and S-CIELAB color distance measures, we perform simulations on sets of mosaiced images captured by an actual prototype digital camera with a Bayer-like W-RGB CFA. The simulation results show that the proposed method demosaics better than a conventional one by approximately +22.4% CPSNR, +0.9% FSIM, and +36.7% S-CIELAB distance.Keywords: Bayer-like White-RGB, color filter array interpolation, demosaicing, digital camera, W-RGB color filter array. Manuscript received Nov. 27, 2014; revised Oct. 5, 2015; accepted Oct. 14, 2015. SK hynix provided the research facilities for this study. Jongjoo Park (herojongjoo@gmail.com) and Jong-Wha Chong (corresponding author; jchong@hanyang.ac.kr) are with the Department of Electronics Engineering, Hanyang University, Seoul, Rep. of Korea.Euee Seon Jang (esjang@hanyang.ac.kr) is with the Division of Computer Science & Engineering, Hanyang University, Seoul, Rep. of Korea.
I. IntroductionWhile the resolutions of digital cameras continue to increase, the size of complementary metal-oxide-semiconductor (CMOS) image sensors remains limited. As a result, CMOS image sensors now contain a very large number of pixels; however, the sizes of sensor elements within a color filter array (CFA) [1] are becoming increasingly smaller, and the amount of light absorbed in a given period by each element is therefore significantly decreased. This degradation of light sensitivity can lead to deterioration in image quality -something that is particularly evident in images shot in low-light conditions.Images captured in low-light conditions by a digital camera that uses a CMOS sensor can be affected by significant blurring and noise because a long exposure time is required for the aperture to gather enough light to produce acceptable images. To overcome this defect, a sensor with a higher sensitivity is required. To address this need, a White-RGB (W-RGB) CFA, which has greater sensitivity than a conventional Bayer CFA, was developed [2]. Fig. 1. Figures 1(a) and 1(b) are examples of a conventional Bayer CFA pattern and a Bayer-like W-RGB CFA pattern, respectively. A Bayerlike W-RGB CFA substitutes one green filter array in every 2 × 2 matrix of a Bayer CFA with a white filter array (W 2x,x ), which is made from transparent resin films. These white filter arrays can be penetrated by all visible light with wavelengths of 450 nm to 700 nm. In other words, the white filter arrays in...