Near natural color mapping and band difference enhancement fusion of MWIR/LWIR images

IF 1.8 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Infrared, Millimeter, and Terahertz Waves Pub Date : 2023-04-12 DOI:10.1117/12.2663139
Canbing Zhao, Bo Yang, Lin Zhang, Hongwei Li, Chenyue Wang, Rongbin Ji
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Abstract

Dual-band MWIR/LWIR imaging technology has the advantages of the two bands, through complementary advantages, can improve the ability to adapt to complex environment, the recognition rate of different targets. In application, how to combine and enhance the information of the two bands and present better visual effects through image fusion is the key problem to effectively utilize the advantages of the two bands. Color fusion has become the main method of infrared image fusion because of the ability of human eye color vision to fully retain dual-band information. The false color fusion algorithm is helpful to improve the recognition accuracy, but the color distribution violating human visual habit will increase the reaction time. Natural color fusion can accord with human visual habits to the greatest extent but will weaken the infrared radiation characteristics and band differences. In this paper, an image fusion framework is proposed, which preserves and intensifies the band difference through the difference enhancement of false color, and achieves the color distribution close to the natural scene through color mapping. Simulation experiments are carried out for infrared medium and long wave images of different scenes. The results show that while preserving the spatial information of the two bands, the differences of the bands are enhanced and highlighted, and the color distribution of the fused image is close to the natural scene to a certain extent. It shows that the algorithm in this paper combines the advantages of the fusion of false color and natural color to some extent, and achieves the effect consistent with human visual habits as much as possible on the premise of enhancing the difference of band.
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MWIR/LWIR图像近自然色映射与带差增强融合
双频MWIR/LWIR成像技术具有两个波段的优点,通过优势互补,可以提高对复杂环境的适应能力,对不同目标的识别率。在应用中,如何将两个波段的信息进行结合和增强,通过图像融合呈现出更好的视觉效果,是有效发挥两个波段优势的关键问题。人眼色觉能够充分保留双带信息,因此颜色融合已成为红外图像融合的主要方法。虚假颜色融合算法有助于提高识别精度,但违背人类视觉习惯的颜色分布会增加反应时间。自然色彩融合能最大程度地符合人类的视觉习惯,但会削弱红外辐射特征和波段差异。本文提出了一种图像融合框架,通过对假色的差分增强来保留和增强波段差,通过色彩映射来实现接近自然场景的色彩分布。针对不同场景的红外中波和长波图像进行了仿真实验。结果表明:在保留两波段空间信息的同时,增强和突出了两波段间的差异,融合后图像的颜色分布在一定程度上接近自然场景。结果表明,本文算法在一定程度上结合了假色与自然色融合的优点,在增强波段差异的前提下,达到了尽可能符合人类视觉习惯的效果。
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来源期刊
Journal of Infrared, Millimeter, and Terahertz Waves
Journal of Infrared, Millimeter, and Terahertz Waves 工程技术-工程:电子与电气
CiteScore
6.20
自引率
6.90%
发文量
51
审稿时长
3 months
期刊介绍: The Journal of Infrared, Millimeter, and Terahertz Waves offers a peer-reviewed platform for the rapid dissemination of original, high-quality research in the frequency window from 30 GHz to 30 THz. The topics covered include: sources, detectors, and other devices; systems, spectroscopy, sensing, interaction between electromagnetic waves and matter, applications, metrology, and communications. Purely numerical work, especially with commercial software packages, will be published only in very exceptional cases. The same applies to manuscripts describing only algorithms (e.g. pattern recognition algorithms). Manuscripts submitted to the Journal should discuss a significant advancement to the field of infrared, millimeter, and terahertz waves.
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