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Correction of aeroheating-induced intensity nonuniformity in infrared images

机译:红外图像中由热引起的强度不均匀性的校正

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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.
机译:空气加热引起的强度不均匀效应严重影响了红外(IR)成像系统在高速飞行中的有效性能。在本文中,我们提出了一种校正红外图像强度不均匀性的新方法。基本假设是,低频强度偏差是可加和平滑变化的,因此可以将其建模为双变量多项式,并可以使用各向同性总变化(TV)模型进行估算。半二次惩罚方法应用于电视离散化的各向同性形式。并采用交替最小化算法求解优化模型。模拟和真实航空热图像的实验结果表明,所提出的校正方法可以有效地改善红外图像的质量。 (C)2016 Elsevier B.V.保留所有权利。

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