Synthetic Evaluation Method of Hyperspectral Camouflage Effect Based on Intuitionistic Fuzzy Decision

被引:5
作者
Fang Hao [1 ]
Li Aihua [1 ]
Wang Tao [1 ]
Chang Hongwei [1 ]
机构
[1] Rocket Force Univ Engn, Inst War Support, Xian 710025, Shaanxi, Peoples R China
关键词
image processing; camouflage effect evaluation; hyperspectral; spatial and spectral features; intuitionistic fuzzy sets; algorithm for order preference by similarity to an ideal solution; grey correlation; TIME;
D O I
10.3788/LOP56.051003
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to evaluate the camouflage effect of national defense engineering using hyperspectral remote sensing images, a comprehensive evaluation method for hyperspectral camouflage effect based on intuitionistic fuzzy decision is proposed. A comprehensive evaluation index system for hyperspectral camouflage effect is established, which including spectral pan-similarity measure, brightness contrast, visual similarity measure and structural similarity measure. A multi-attribute decision-making model based on intuitionist fuzzy sets is established for hyperspectral camouflage effect evaluation as well. The algorithm for order preference by similarity to an ideal solution is adopted for model decision, and a grey correlation measure based on Hamming distance is further proposed to improve the distinguishing ability between different alternatives. The research results show that the evaluation results obtained by the proposed method arc consistent with those from expert evaluation, and thus its feasibility and rationality arc verified.
引用
收藏
页数:8
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