Color image demosaicking: An overview

D Menon, G Calvagno - Signal Processing: Image Communication, 2011 - Elsevier
Demosaicking is the process of reconstructing a full-resolution color image from the sampled
data acquired by a digital camera that apply a color filter array to a single sensor. This paper …

Deepisp: Toward learning an end-to-end image processing pipeline

E Schwartz, R Giryes… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We present DeepISP, a full end-to-end deep neural model of the camera image signal
processing pipeline. Our model learns a mapping from the raw low-light mosaiced image to …

Non-local sparse models for image restoration

J Mairal, F Bach, J Ponce, G Sapiro… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
We propose in this paper to unify two different approaches to image restoration: On the one
hand, learning a basis set (dictionary) adapted to sparse signal descriptions has proven to …

Image demosaicing: A systematic survey

X Li, B Gunturk, L Zhang - Visual Communications and Image …, 2008 - spiedigitallibrary.org
Image demosaicing is a problem of interpolating full-resolution color images from so-called
color-filter-array (CFA) samples. Among various CFA patterns, Bayer pattern has been the …

Beyond color difference: Residual interpolation for color image demosaicking

D Kiku, Y Monno, M Tanaka… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
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 …

A practical one-shot multispectral imaging system using a single image sensor

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 …

Residual interpolation for color image demosaicking

D Kiku, Y Monno, M Tanaka… - 2013 IEEE international …, 2013 - ieeexplore.ieee.org
A color difference interpolation technique is widely used for color image demosaicking. In
this paper, we propose residual interpolation as an alternative to the color difference …

PCA-based spatially adaptive denoising of CFA images for single-sensor digital cameras

L Zhang, R Lukac, X Wu… - IEEE transactions on image …, 2009 - ieeexplore.ieee.org
Single-sensor digital color cameras use a process called color demosaicking to produce full
color images from the data captured by a color filter array (CFA). The quality of demosaicked …

Self-similarity driven color demosaicking

A Buades, B Coll, JM Morel… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Demosaicking is the process by which from a matrix of colored pixels measuring only one
color component per pixel, red, green, or blue, one can infer a whole color information at …

Minimized-Laplacian residual interpolation for color image demosaicking

D Kiku, Y Monno, M Tanaka… - Digital Photography X, 2014 - spiedigitallibrary.org
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 …