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 …
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 …
processing pipeline. Our model learns a mapping from the raw low-light mosaiced image to …
Non-local sparse models for image restoration
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 …
hand, learning a basis set (dictionary) adapted to sparse signal descriptions has proven to …
Image demosaicing: A systematic survey
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 …
color-filter-array (CFA) samples. Among various CFA patterns, Bayer pattern has been the …
Beyond color difference: Residual interpolation for color image demosaicking
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 …
interpolation, which is a widely accepted technique for color image demosaicking. Our …
A practical one-shot multispectral imaging system using a single image sensor
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 …
established for current compact and low-cost color digital cameras. An extension from the …
Residual interpolation for color image demosaicking
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 …
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
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 …
color images from the data captured by a color filter array (CFA). The quality of demosaicked …
Self-similarity driven color demosaicking
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 …
color component per pixel, red, green, or blue, one can infer a whole color information at …
Minimized-Laplacian residual interpolation for color image demosaicking
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 …
this paper, we propose a minimized-laplacian residual interpolation (MLRI) as an alternative …