Removing chromatic aberration by digital image processing

被引:31
作者
Chung, Soon-Wook [1 ]
Kim, Byoung-Kwang [1 ]
Song, Woo-Jin [1 ]
机构
[1] Pohang Univ Sci & Technol, Div Elect & Comp Engn, Pohang 790784, Kyungbuk, South Korea
关键词
chromatic aberration; color fringe; digital camera; image enhancement; COMPENSATION; CALIBRATION;
D O I
10.1117/1.3455506
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Chromatic aberration is a form of aberration in color optical devices that produces undesirable color fringes along borders within images. It is becoming a more critical problem these days as digital cameras are getting smaller, while the number of picture elements is increasing. We propose a novel method for detecting and eliminating chromatic aberration using image processing. We first analyze the color behavior on edges that do not show chromatic aberration and propose a range limitation for color difference signals. When pixels violate the preceding condition, they can be considered as color fringes caused by chromatic aberration. Corrected pixel values are generated to eliminate the chromatic aberrations. The proposed algorithm corrects both lateral and longitudinal aberration in an image, and experimental results are provided to demonstrate its efficacy. (C) 2010 Society of Photo-Optical Instrumentation Engineers. [DOI: 10.1117/1.3455506]
引用
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页数:10
相关论文
共 26 条
[1]  
[Anonymous], THESIS CARNEGIE MELL
[2]  
[Anonymous], 2006, Digital Image Processing
[3]  
[Anonymous], 2007, CVPR '07
[4]  
Boult T. E., 1992, Proceedings. 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.92CH3168-2), P684, DOI 10.1109/CVPR.1992.223201
[5]   Optimizing chromatic aberration calibration using a novel genetic algorithm [J].
Fang, Yi-Chin ;
Liu, Tung-Kuan ;
MacDonald, John ;
Chou, Jyh-Horng ;
Wu, Bo-Wen ;
Tsai, Hsien-Lin ;
Chang, En-Hao .
JOURNAL OF MODERN OPTICS, 2006, 53 (10) :1411-1427
[6]   In-situ measurement of lens aberrations [J].
Farrar, NR ;
Smith, AL ;
Busath, D ;
Taitano, D .
OPTICAL MICROLITHOGRAPHY XIII, PTS 1 AND 2, 2000, 4000 :18-29
[7]   Breaking the spherical and chromatic aberration barrier in transmission electron microscopy [J].
Freitag, B ;
Kujawa, S ;
Mul, PM ;
Ringnalda, J ;
Tiemeijer, PC .
ULTRAMICROSCOPY, 2005, 102 (03) :209-214
[8]  
Johnson M., 2006, P 8 WORKSH MULT SEC, P48
[9]  
KAUFMANN V, 2005, P 20 INT S CIPA, P403
[10]  
Kingslake R., 1978, LENS DESIGN FUNDAMEN