An improved image fusion method based on à trous wavelet decomposition is presented in this paper. The method was applied to panchromatic and multispectral images from Landsat 7 ETM+ in the Jiaozhou Bay. The multispectral images and panchromatic image were decomposed by à trous wavelet transform. The low frequency parts of multispectral images were modulated by texture properties of the panchromatic image. The wavelet coefficients were obtained by using the fusion rules based on the area-based energy ratio and maximum absolute value. At last, the fused image was reconstructed by inverse wavelet transform. Quantitative assessment of the results shows that the fused image obtained by the method has the merits of better preservation of image definition and less loss of spectral information. The fused image with high spatial and spectral information can increase the accuracy of classification.
刘佳佳, 管磊, 李乐乐. 基于à trous小波变换的Landsat 7 ETM+图像融合研究[J]. 国土资源遥感, 2007, 19(2): 50-52.
LIU Jia-Jia, GUAN Lei, LI Le-Le. IMAGE FUSION OF LANDSAT 7 ETM+ DATA
BASED ON à TROUS WAVELET TRANSFORM. REMOTE SENSING FOR LAND & RESOURCES, 2007, 19(2): 50-52.