Menon Daniele, Andriani Stefano, Calvagno Giancarlo
Department of Information Engineering, University of Padova, Italy.
IEEE Trans Image Process. 2007 Jan;16(1):132-41. doi: 10.1109/tip.2006.884928.
Most digital cameras use a color filter array to capture the colors of the scene. Downsampled versions of the red, green, and blue components are acquired, and an interpolation of the three colors is necessary to reconstruct a full representation of the image. This color interpolation is known as demosaicing. The most effective demosaicing techniques proposed in the literature are based on directional filtering and a posteriori decision. In this paper, we present a novel approach to this reconstruction method. A refining step is included to further improve the resulting reconstructed image. The proposed approach requires a limited computational cost and gives good performance even when compared to more demanding techniques.
大多数数码相机使用彩色滤光片阵列来捕捉场景的颜色。获取红色、绿色和蓝色分量的下采样版本,并且需要对这三种颜色进行插值以重建图像的完整表示。这种颜色插值被称为去马赛克。文献中提出的最有效的去马赛克技术基于方向滤波和后验决策。在本文中,我们提出了一种用于这种重建方法的新颖方法。包含一个细化步骤以进一步改善所得的重建图像。所提出的方法需要有限的计算成本,并且即使与要求更高的技术相比也具有良好的性能。