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research article

Linear demosaicing inspired by the human visual system

Alleysson, David
•
Süsstrunk, Sabine  
•
Hérault, Jeanny
2005
IEEE Transactions on Image Processing

There is an analogy between single-chip color cameras and the human visual system in that these two systems acquire only one limited wavelength sensitivity band per spatial location. We have exploited this analogy, defining a model that characterizes a one-color per spatial position image as a coding into luminance and chrominance of the corresponding three-colors per spatial position image. Luminance is defined with full spatial resolution while chrominance contains sub-sampled opponent colors. Moreover, luminance and chrominance follow a particular arrangement in the Fourier domain, allowing for demosaicing by spatial frequency filtering. This model shows that visual artifacts after demosaicing are due to aliasing between luminance and chrominance and could be solved using a pre-processing filter. This approach also gives new insights for the representation of single-color per spatial location images and enables formal and controllable procedures to design demosaicing algorithms that perform well compared to concurrent approaches, as demonstrated by experiments.

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Type
research article
DOI
10.1109/TIP.2004.841200
Web of Science ID

WOS:000227693300006

Author(s)
Alleysson, David
Süsstrunk, Sabine  
Hérault, Jeanny
Date Issued

2005

Published in
IEEE Transactions on Image Processing
Volume

14

Issue

4

Start page

439

End page

449

Subjects

IVRG

•

Color

•

Demosaicing

•

Fourier analysis

•

Linear filtering

•

NCCR-MICS/CL4

•

NCCR-MICS

Note

Supplementary material available at: http://ivrg.epfl.ch/supplementary_material/index.html

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
IVRL  
Available on Infoscience
May 21, 2005
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/213940
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