PERFORMANCE EVALUATION OF SEVERAL FUSION APPROACHES FOR CCD/SAR IMAGES

编号 zgly0000311961

文献类型 期刊论文

文献题名 PERFORMANCE EVALUATION OF SEVERAL FUSION APPROACHES FOR CCD/SAR IMAGES

作者 WANGYan-li  CHENZhe 

作者单位 SchoolofAutomationScienceandElectricalEngineering  BeijingUniversityofAeronauticsandAsturonautics  Bei 

母体文献 Chinese Geographical Science;中国地理科学: 英文版 

年卷期 2003,13(1)

页码 91-96

年份 2003 

分类号 TP751 

关键词 图像融合  线性重叠  拉普拉斯算子  CCD图像  SAR图像  遥感数据 

文摘内容 Several image fusion approaches for CCD/SAR images are studied and the performance evaluation of these fusion approaches is completed in this paper,Fistly,the preprocessing of CCD/SAR images before fusion is fulfilled,Then,the imager fusion methods including linear superposition,nonlinear operator method and multiresolution methods,of which the multiresolution methods include Laplacian pyramid ,ratio pyramied,contrast pyramid,gradient pyramid,morphological pyramid and discrete wavelet transform,are adopted to fuse two types of images ,Lastly,the four performance measures,standard deviation,entropy,cross entropy and spatial frequency,are calculated to compare the fusion results by different fusion approaches in this paper,Experimenteal results show that contrast pyramid,morphology pyramid and discrete wavelet transformation in multiresolution approaches are more suitalbe for CCD/SAR image fusion than other ones proposed in this paper and the objective preformance evaluations of CCD/SAR image fusion approaches are effective。