DocumentCode :
576976
Title :
Chromatic aberration correction in RAW domain for image quality enhancement in image sensor processors
Author :
Lluis-Gomez, A. ; Edirisinghe, E.A.
Author_Institution :
Digit al Imaging Group, Loughborough Univ., Loughborough, UK
fYear :
2012
fDate :
Aug. 30 2012-Sept. 1 2012
Firstpage :
241
Lastpage :
244
Abstract :
Taking sharp and high-resolution images usually relies on high quality camera systems. In this paper, we present an approach to correct chromatic aberrations distortions on images caused by imperfect optics. The proposed system relies on a calibration step where the distortion produced by the lens is estimated, followed by a second stage where the image is enhanced. The proposed system works in RAW domain as a pre-processing process to facilitate the demosaicing, and noise reduction process in an image sensor processor (ISP). The results of the proposed method prove that both the lateral and the longitudinal aberrations can be corrected, is computational efficient and also facilitates the functioning of an ISP pipeline producing sharper and less noisy images.
Keywords :
aberrations; calibration; cameras; distortion; image denoising; image enhancement; image resolution; image sensors; ISP pipeline; RAW domain; calibration; chromatic aberration distortion correction; demosaicing; high-quality camera systems; high-resolution images; image quality enhancement; image sensor processors; lateral aberrations; lens distortion estimation; longitudinal aberrations; noise reduction process; sharp images; Calibration; Distortion measurement; Estimation; Image color analysis; Image edge detection; Lenses; Optical distortion; Chromatic Aberrations correction; Colour fringe; ISP;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4673-2953-8
Type :
conf
DOI :
10.1109/ICCP.2012.6356192
Filename :
6356192
Link To Document :
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