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  4. Correlation-based Joint Acquisition and Demosaicing of Visible and Near-Infrared Images
 
conference paper

Correlation-based Joint Acquisition and Demosaicing of Visible and Near-Infrared Images

Sadeghipoor Kermani, Zahra  
•
Lu, Yue  
•
Süsstrunk, Sabine  
2011
IEEE International Conference on Image Processing (ICIP)
IEEE International Conference on Image Processing

Joint processing of visible (RGB) and near-infrared (NIR) images has recently found some appealing applications, which make joint capturing a pair of visible and NIR images an important problem. In this paper, we propose a new method to design color filter arrays (CFA) and demosaicing matrices for acquiring NIR and visible images using a single sensor. The proposed method modifies the optimum CFA algorithm proposed by Lu and Vetterli at 2009 by taking advantage of the NIR/visible correlation in the design process. Simulation results show that by applying the proposed method, the quality of demosaiced NIR and visible images is increased by about 1 dB in peak signal-to-noise ratio over the results of the optimum CFA algorithm. It is also shown that better visual quality can be obtained by using the proposed algorithm.

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Type
conference paper
DOI
10.1109/ICIP.2011.6116339
Web of Science ID

WOS:000298962503075

Author(s)
Sadeghipoor Kermani, Zahra  
Lu, Yue  
Süsstrunk, Sabine  
Date Issued

2011

Publisher

Ieee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa

Published in
IEEE International Conference on Image Processing (ICIP)
Series title/Series vol.

IEEE International Conference on Image Processing ICIP

Subjects

Joint demosaicing

•

near-infrared (NIR)

•

color filter array (CFA)

•

correlation

URL

URL

http://ivrgwww.epfl.ch/supplementary_material/SLS_ICIP2011/index.html
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
IVRL  
Event nameEvent placeEvent date
IEEE International Conference on Image Processing

Brussels, Belgium

September 11-15, 2011

Available on Infoscience
September 21, 2011
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/71018
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