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A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor

In order to eliminate the fixed-pattern noise (FPN) in the output image of time-delay-integration CMOS image sensor (TDI-CIS), a FPN correction method based on gray value compensation is proposed. One hundred images are first captured under uniform illumination. Then, row FPN (RFPN) and column FPN (...

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Detalles Bibliográficos
Autores principales: Liu, Zhenwang, Xu, Jiangtao, Wang, Xinlei, Nie, Kaiming, Jin, Weimin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610554/
https://www.ncbi.nlm.nih.gov/pubmed/26389917
http://dx.doi.org/10.3390/s150923496
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author Liu, Zhenwang
Xu, Jiangtao
Wang, Xinlei
Nie, Kaiming
Jin, Weimin
author_facet Liu, Zhenwang
Xu, Jiangtao
Wang, Xinlei
Nie, Kaiming
Jin, Weimin
author_sort Liu, Zhenwang
collection PubMed
description In order to eliminate the fixed-pattern noise (FPN) in the output image of time-delay-integration CMOS image sensor (TDI-CIS), a FPN correction method based on gray value compensation is proposed. One hundred images are first captured under uniform illumination. Then, row FPN (RFPN) and column FPN (CFPN) are estimated based on the row-mean vector and column-mean vector of all collected images, respectively. Finally, RFPN are corrected by adding the estimated RFPN gray value to the original gray values of pixels in the corresponding row, and CFPN are corrected by subtracting the estimated CFPN gray value from the original gray values of pixels in the corresponding column. Experimental results based on a 128-stage TDI-CIS show that, after correcting the FPN in the image captured under uniform illumination with the proposed method, the standard-deviation of row-mean vector decreases from 5.6798 to 0.4214 LSB, and the standard-deviation of column-mean vector decreases from 15.2080 to 13.4623 LSB. Both kinds of FPN in the real images captured by TDI-CIS are eliminated effectively with the proposed method.
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spelling pubmed-46105542015-10-26 A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor Liu, Zhenwang Xu, Jiangtao Wang, Xinlei Nie, Kaiming Jin, Weimin Sensors (Basel) Article In order to eliminate the fixed-pattern noise (FPN) in the output image of time-delay-integration CMOS image sensor (TDI-CIS), a FPN correction method based on gray value compensation is proposed. One hundred images are first captured under uniform illumination. Then, row FPN (RFPN) and column FPN (CFPN) are estimated based on the row-mean vector and column-mean vector of all collected images, respectively. Finally, RFPN are corrected by adding the estimated RFPN gray value to the original gray values of pixels in the corresponding row, and CFPN are corrected by subtracting the estimated CFPN gray value from the original gray values of pixels in the corresponding column. Experimental results based on a 128-stage TDI-CIS show that, after correcting the FPN in the image captured under uniform illumination with the proposed method, the standard-deviation of row-mean vector decreases from 5.6798 to 0.4214 LSB, and the standard-deviation of column-mean vector decreases from 15.2080 to 13.4623 LSB. Both kinds of FPN in the real images captured by TDI-CIS are eliminated effectively with the proposed method. MDPI 2015-09-16 /pmc/articles/PMC4610554/ /pubmed/26389917 http://dx.doi.org/10.3390/s150923496 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Zhenwang
Xu, Jiangtao
Wang, Xinlei
Nie, Kaiming
Jin, Weimin
A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title_full A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title_fullStr A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title_full_unstemmed A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title_short A Fixed-Pattern Noise Correction Method Based on Gray Value Compensation for TDI CMOS Image Sensor
title_sort fixed-pattern noise correction method based on gray value compensation for tdi cmos image sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610554/
https://www.ncbi.nlm.nih.gov/pubmed/26389917
http://dx.doi.org/10.3390/s150923496
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