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  4. CMOS Compressed Imaging by Random Convolution
 
conference paper

CMOS Compressed Imaging by Random Convolution

Jacques, Laurent  
•
Vandergheynst, Pierre  
•
Bibet, Alexandre
Show more
2009
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

We present a CMOS imager with built-in capability to perform Compressed Sensing. The adopted sensing strategy is the random Convolution due to J. Romberg. It is achieved by a shift register set in a pseudo-random configuration. It acts as a convolutive filter on the imager focal plane, the current issued from each CMOS pixel undergoing a pseudo-random redirection controlled by each component of the filter sequence. A pseudo-random triggering of the ADC reading is finally applied to complete the acquisition model. The feasibility of the imager and its robustness under noise and non- linearities have been confirmed by computer simulations, as well as the reconstruction tools supporting the Compressed Sensing theory.

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Type
conference paper
DOI
10.1109/ICASSP.2009.4959783
Web of Science ID

WOS:000268919200279

Author(s)
Jacques, Laurent  
Vandergheynst, Pierre  
Bibet, Alexandre
Majidzadeh, Vahid
Schmid, Alexandre
Leblebici, Yusuf
Date Issued

2009

Publisher place

Taipei, Taiwan

Published in
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Start page

1113

End page

1116

Subjects

Compressed Sensing

•

Imager

•

Analog Processing

•

Random

•

Convolution

•

CMOS

•

LTS2

•

lts2

URL

URL

http://icassp09.com/
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS2  
LSM  
Event nameEvent placeEvent date
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Taipei, Taiwan

19 -24 April 2009

Available on Infoscience
October 3, 2008
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/30082
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