Title :
Chromatic aberration removal in narrow color regions of digital images
Author :
Ju, Hae Jin ; Lee, Dong-Kyu ; Park, Rae-Hong
Author_Institution :
Sogang Univ., Seoul, South Korea
Abstract :
Chromatic aberration is a color artifact that should be removed in a color digital image. In this paper, the proposed method focuses on the detection and removal of the color artifact in narrow color regions caused by chromatic aberration. Absolute gradient values and gradient directions of RGB color components are used to detect transition regions, in which chromatic aberration occurs. Four gradient directions are used in order to improve the performance of chromatic aberration detection. Then, the chromatic aberration is removed using the color difference information. Experimental results show the effectiveness of the proposed chromatic aberration removal method.
Keywords :
aberrations; image colour analysis; image enhancement; RGB color components gradient directions; absolute gradient values; chromatic aberration detection; chromatic aberration removal; color artifact detection; color artifact removal; digital image narrow color regions; Conferences; Consumer electronics; Digital cameras; Digital images; Image color analysis; Image edge detection; Reliability;
Conference_Titel :
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0230-3
DOI :
10.1109/ICCE.2012.6161724