DocumentCode :
697999
Title :
Non-linear dark current fixed pattern noise compensation for variable frame rate moving picture cameras
Author :
Schoberl, Michael ; Senel, Cihan ; Fossel, Siegfried ; Bloss, Hans ; Kaup, Andre
Author_Institution :
Multimedia Commun. & Signal Process., Univ. of Erlangen-Nuremberg, Erlangen, Germany
fYear :
2009
fDate :
24-28 Aug. 2009
Firstpage :
268
Lastpage :
272
Abstract :
CMOS image sensors are used in most of the camera systems today. For achieving a high image quality it is essential to compensate for fixed pattern noise. Compensation can be carried out by subtracting an estimated noise value per pixel, either directly on the sensor or in the digital processing. Unfortunately these values are different for each camera and will vary for different exposure times, camera mode settings and temperature. This poses additional challenges for high-end moving picture camera systems. We present a new algorithm for improved fixed pattern noise compensation that extends the currently available linear models. Measurements of a real world camera system and a simulation are used to show the improvements with our algorithm. Significant improvement of the compensated fixed pattern noise over a wide exposure range is shown. This allows the operation of the camera system at a much wider range of frame rates and especially long exposures are now possible. Our algorithm can be implemented without increasing the required memory bandwidth which saves power, size and cost.
Keywords :
CMOS image sensors; cameras; image denoising; CMOS image sensor; digital image processing; high image quality; nonlinear dark current fixed pattern noise compensation; variable frame rate moving picture camera; Abstracts; CMOS integrated circuits; Image sensors; Noise; Pipeline processing; Recurrent neural networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7
Type :
conf
Filename :
7077573
Link To Document :
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