主动毫米波成像的多光谱图像融合应用

Lixiao Zhang, J. Stiens, H. Sahli
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引用次数: 7

摘要

新兴的主动毫米波成像技术有可能在控制照明参数(如角度和频率)时产生更多的信息。本文提出利用图像融合技术对多光谱毫米波图像进行处理,以提高图像质量。将基于频带比、小波变换和主成分分析的三种像素级融合方法应用于实验有源毫米波成像装置捕获的两个测试对象的多光谱图像。结果表明,多光谱图像融合成功地提高了感兴趣目标的空间含量。
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Multispectral Image Fusion for Active Millimeter Wave Imaging Application
The emerging active millimeter wave imaging technology has the potential to yield much more information when one has control over the illumination parameters such as angle and frequency. In this paper, we propose using image fusion techniques to process multispectral millimeter wave images in order to improve the image quality. Three pixel level fusion methods, based on band ratioing, wavelet transform, and principle component analysis, have been applied to multispectral images of two test objects, captured by an experimental active millimeter wave imaging setup. The results show that multispectral image fusion successfully improves the spatial content of the object of interest.
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