Single image stripe nonuniformity correction with gradient-constrained optimization model for infrared focal plane arrays

被引:39
作者
Zhao, Jufeng [1 ]
Zhou, Qiang [1 ]
Chen, Yueting [1 ]
Liu, Tao [1 ]
Feng, Huajun [1 ]
Xu, Zhihai [1 ]
Li, Qi [1 ]
机构
[1] Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Hangzhou 310027, Peoples R China
基金
中国国家自然科学基金;
关键词
Stripe nonuniformity correction; Infrared focal plane arrays; Gradient-constrained optimization;
D O I
10.1016/j.optcom.2013.01.038
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Stripe non-uniformity commonly exists in infrared focal plane array (IRFPA). The current study develops a scene-based stripe non-uniformity correction (NUC) method using only a single image. Efforts were made to translate the stripe NUC problem into a gradient-constrained optimization problem. The optimization aims to seek the optimal image with a vertical gradient as close to the original image as possible and make the energy of the horizontal gradient as small as possible. The experiments indicate that the proposed algorithm can provide enhanced results effectively and efficiently. (c) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:47 / 52
页数:6
相关论文
共 14 条
[1]   Improvement in adaptive nonuniformity correction method with nonlinear model for infrared focal plane arrays [J].
Lai Rui ;
Yang Yin-Tang ;
Li Qing ;
Zhou Hui-Xin .
OPTICS COMMUNICATIONS, 2009, 282 (17) :3444-3447
[2]  
MOONEY JM, 1989, OPT ENG, V28, P1151, DOI 10.1117/12.7977112
[3]   Stripe and ring artifact removal with combined wavelet - Fourier filtering [J].
Muench, Beat ;
Trtik, Pavel ;
Marone, Federica ;
Stampanoni, Marco .
OPTICS EXPRESS, 2009, 17 (10) :8567-8591
[4]   Test and evaluation of reference-based nonuniformity correction methods for microbolometer infrared detectors [J].
Orzanowski, T. ;
Madura, H. .
OPTO-ELECTRONICS REVIEW, 2010, 18 (01) :91-94
[5]   Minimum mean square error method for stripe nonuniformity correction [J].
Qian, Weixian ;
Chen, Qian ;
Gu, Guohua .
CHINESE OPTICS LETTERS, 2011, 9 (05)
[6]   Correction method for stripe nonuniformity [J].
Qian, Weixian ;
Chen, Qian ;
Gu, Guohua ;
Guan, Zhiqiang .
APPLIED OPTICS, 2010, 49 (10) :1764-1773
[7]   Generalized algebraic scene-based nonuniformity correction algorithm [J].
Ratliff, BM ;
Hayat, MM ;
Tyo, JS .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2005, 22 (02) :239-249
[8]   Stripe nonuniformity correction based on registration for infrared-focal plane arrays [J].
Ren Jian-Le ;
Chen Qian ;
Qian Wei-Xian .
JOURNAL OF INFRARED AND MILLIMETER WAVES, 2011, 30 (06) :499-+
[9]  
SCRIBNER DA, 1990, P SOC PHOTO-OPT INS, V1308, P224, DOI 10.1117/12.21730
[10]   Kalman filtering for adaptive nonuniformity correction in infrared focal-plane arrays [J].
Torres, SN ;
Hayat, MM .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2003, 20 (03) :470-480