本文根据形态学top-hat算子能够提取图像中极大值与极小值区域的特点,将其应用于多传感器图像融合的两个重要领域——多聚焦图像融合和高分辨、多光谱图像融合.实验中将本文方法与Laplacian塔型变换、子波变换、主分量分析等方法进行了比较,结果表明本文所提的基于top-hat算子的融合方法具有优越的性能,拓广了top-hat算子的应用范围.

Because the morphological top-hat operator can extract the local optima of an image,this paper applies it to two main fields of multisensor image fusion:multifocus image fusion and panchromatic and multispectral image fusion.In experiments,our methods are compared with the algorithms based on Laplacian pyramid,wavelet transform,and principal component analysis.The results show that our approaches outperform the others,and exploit the application scope of the top-hat operator.