基于规则库的高分辨率遥感影像质量评价  

Quality Evaluation of High Resolution Remote Sensing Images Based on Rule Base

作　　者：李昊霖[1] 李宏超 李冲[1] 朱桂海 黄瑞金[1] 

机构地区：[1]国家测绘地理信息局四川测绘产品质量监督检验站,四川成都610041 [2]郑州测绘学校,河南郑州450015 [3]四川省遥感信息测绘院,四川成都610100

出　　处：《地理空间信息》2016年第3期22-25,7,共4页Geospatial Information

基　　金：测绘地理信息公益性行业科研专项资助项目(201512018);四川省测绘地理信息局科技支撑资助项目(J2013ZC08)

摘　　要：针对高分辨率遥感影像质量评价缺少客观、全面、定量方法的问题,提出了一种基于规则库的高分辨率遥感影像质量评价方法,构建了灰度统计特征、纹理特征、影像清晰程度等3个指标项及综合质量评价模型,并采用12景高分辨率遥感影像进行了实验验证。结果表明,该方法可准确评价高分辨率遥感影像的质量,实现了高分辨率遥感影像质量评价的主客观一致性。To solve the problem of high resolution remote sensing images quality evaluation lack of objective, comprehensive and quantitative method, this paper proposed a quality evaluation method based on rule base, and built three indicators, such as the gray statistic features, texture features and image sharpness, as well as the comprehensive quality evaluation model. Then, some experiments on high resolution remote sensing images were made to verify the validity of the proposed method. Results show that the proposed method is very accurate and objective for quality evaluation.

关 键 词：高分辨率 影像质量评价 规则库 纹理特征 灰度统计特征 

分 类 号：P237[天文地球—摄影测量与遥感]