Correction of aeroheating-induced intensity nonuniformity in infrared images

被引:20
|
作者
Liu, Li [1 ]
Yan, Luxin [1 ]
Zhao, Hui [1 ]
Dai, Xiaobing [1 ]
Zhang, Tianxu [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Automat, Natl Key Lab Sci & Technol Multispectral Informat, Wuhan 430074, Peoples R China
关键词
Infrared imaging; Intensity nonuniformity; Half quadratic; Image correction;
D O I
10.1016/j.infrared.2016.02.008
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Aeroheating-induced intensity nonuniformity effects severely influence the effective performance of an infrared (IR) imaging system in high-speed flight. In this paper, we propose a new approach to the correction of intensity nonuniformity in IR images. The basic assumption is that the low-frequency intensity bias is additive and smoothly varying so that it can be modeled as a bivariate polynomial and estimated by using an isotropic total variation (TV) model. A half quadratic penalty method is applied to the isotropic form of TV discretization. And an alternating minimization algorithm is adopted for solving the optimization model. The experimental results of simulated and real aerothermal images show that the proposed correction method can effectively improve IR image quality. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:235 / 241
页数:7
相关论文
共 50 条
  • [1] CORRECTION OF INTENSITY NONUNIFORMITY IN MR IMAGES OF ANY ORIENTATION
    WICKS, DAG
    BARKER, GJ
    TOFTS, PS
    MAGNETIC RESONANCE IMAGING, 1993, 11 (02) : 183 - 196
  • [2] ROBUST NONUNIFORMITY CORRECTION IN INFRARED IMAGES BASED ON GLOBAL MOTION
    Shehadeh, Marlene
    Kuybeda, Oleg
    2008 IEEE 25TH CONVENTION OF ELECTRICAL AND ELECTRONICS ENGINEERS IN ISRAEL, VOLS 1 AND 2, 2008, : 275 - 279
  • [3] Nonuniformity Correction of Infrared Images Based on Bivariate Quadratic Model
    Sui, Xiubao
    Chen, Qian
    Gu, Guohua
    Liu, Ning
    11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV 2010), 2010, : 1109 - 1115
  • [4] Nonuniformity Correction Method of Thermal Radiation Effects in Infrared Images
    Hong, Hanyu
    Shi, Yu
    Zhang, Tianxu
    Liu, Zhao
    PATTERN RECOGNITION AND COMPUTER VISION (PRCV 2018), PT I, 2018, 11256 : 123 - 131
  • [5] Intensity Nonuniformity Correction for Brain MR Images with Known Voxel Classes
    Kim, Yunho
    Tagare, Hemant D.
    SIAM JOURNAL ON IMAGING SCIENCES, 2014, 7 (01): : 528 - 557
  • [6] Nonuniformity correction of infrared images based on infrared radiation and working time of thermal imager
    Sui, Xiubao
    Chen, Qian
    Gu, Guohua
    OPTIK, 2013, 124 (04): : 352 - 356
  • [7] Adaptive nonuniformity correction for infrared images based on temporal moment matching
    Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an
    Shaanxi
    710119, China
    Guangxue Xuebao, 4
  • [8] The evaluation of correction algorithms of intensity nonuniformity in breast MRI images: a phantom study
    Borys, Damian
    Serafin, Wojciech
    Gorczewski, Kamil
    Kijonka, Marek
    Frackiewicz, Mariusz
    Palus, Henryk
    TENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2017), 2018, 10696
  • [9] Automatic Correction of Intensity Nonuniformity from Sparseness of Gradient Distribution in Medical Images
    Zheng, Yuanjie
    Grossman, Murray
    Awate, Suyash P.
    Gee, James C.
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS, 2009, 5762 : 852 - +
  • [10] Total Variation Based Neural Network Regression for Nonuniformity Correction of Infrared Images
    Lai, Rui
    Yue, Gaoyu
    Zhang, Gangxuan
    SYMMETRY-BASEL, 2018, 10 (05):