Image denoising and demosaicking are the first two crucial steps in digital camera pipelines. In most of the literature, denoising and demosaicking are treated as two independent …
L Liu, X Jia, J Liu, Q Tian - … of the IEEE/CVF Conference on …, 2020 - openaccess.thecvf.com
Usually located at the very early stages of the computational photography pipeline, demosaicing and denoising play important parts in the modern camera image processing …
M Morimatsu, Y Monno, M Tanaka… - … Conference on Image …, 2020 - ieeexplore.ieee.org
A division-of-focal-plane or microgrid image polarimeter enables us to acquire a set of polarization images in one shot. Since the polarimeter consists of an image sensor …
In this paper, we propose residual interpolation (RI) as an alternative to color difference interpolation, which is a widely accepted technique for color image demosaicking. Our …
Y Monno, S Kikuchi, M Tanaka… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Single-sensor imaging using the Bayer color filter array (CFA) and demosaicking is well established for current compact and low-cost color digital cameras. An extension from the …
R Tan, K Zhang, W Zuo, L Zhang - Proc. IEEE Int. Conf …, 2017 - comp.polyu.edu.hk
Color demosaicking plays a key role in digital imaging with a color filter array. Most existing demosaicking methods are based on hand-crafted priors, which may exhibit unpleasant …
Convolutional neural networks are currently the state-of-the-art solution for a wide range of image processing tasks. Their deep architecture extracts low-and high-level features from …
P Liu, MD El Basha, Y Li, Y Xiao, PC Sanelli… - Medical image …, 2019 - Elsevier
Deep convolutional neural networks offer state-of-the-art performance for medical image analysis. However, their architectures are manually designed for particular problems. On the …
A color difference interpolation technique is widely used for color image demosaicking. In this paper, we propose a minimized-laplacian residual interpolation (MLRI) as an alternative …