基于光谱指数的高光谱伪装效果评估

Hyperspectral camouflage effect evaluation based on spectral indices

  • 摘要: 伪装效果评估是伪装技术发展的重要内容。为了充分利用光谱细节信息对目标高光谱伪装效果进行评价,提出了基于光谱指数的伪装效果评估方法,该方法兼具可视化和量化分析的优势。可视化方面,通过光谱指数对高光谱图像进行阈值分割,实现目视解译的伪装效果评估;量化分析方面,以现有的遥感光谱指数为基础,构建新的伪装光谱指数来量化目标与背景的光谱特征,并提出光谱一致性系数指标,将各谱段的光谱指数加权综合进而量化评估目标伪装效果。实验结果表明:该方法的评估结果能够有效辨识目标伪装前后的高光谱伪装效果,且在传统指标相似度达到99%以上时,本文方法仍能有效辨识目标并给出客观评价,其在单个谱段的一致性以及宽谱段的整体匹配性方面评估结果更精准全面,更科学合理。

     

    Abstract: Camouflage effect evaluation is an important content in the development of camouflage technology. In order to make full use of spectral details to evaluate the hyperspectral camouflage effect of targets, a camouflage effect evaluation method based on spectral indices was proposed, which had the advantages of visualization and quantitative analysis. In terms of visualization, the hyperspectral image was segmented by spectral indices to realize the camouflage effect evaluation of visual interpretation. In terms of quantitative analysis, based on the existing remote sensing spectral indexes, the new camouflage spectral indexes were constructed to quantify the spectral characteristics of the target and background, and the spectral consistency coefficient index was proposed to weight and synthesize the spectral indexes, so as to quantitatively evaluate the camouflage effect of the target. The experimental results show that the proposed method can effectively identify the hyperspectral camouflage effect before and after target camouflage, and when the similarity of traditional indices reaches more than 99%, this method can still effectively identify the target and give an objective evaluation. Its evaluation results are more accurate, comprehensive, scientific and reasonable in terms of the consistency of single spectral segment and the overall matching of wide spectral segment.

     

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