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