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基于多光谱和全色影像的精分波段融合算法研究
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作者 张艳秋 李艳芳 《测绘与空间地理信息》 2023年第3期73-75,82,共4页
图像融合技术在很多领域得到了广泛应用,但是仍然不能满足人们的需求。本文基于多光谱图像和全色图像,提出了一种精分波段的融合算法。首先判断多光谱与全色图像像元之间的重叠方式,以灰度值跨度为依据判断像元类型是否相同,依据像元灰... 图像融合技术在很多领域得到了广泛应用,但是仍然不能满足人们的需求。本文基于多光谱图像和全色图像,提出了一种精分波段的融合算法。首先判断多光谱与全色图像像元之间的重叠方式,以灰度值跨度为依据判断像元类型是否相同,依据像元灰度差异将数据进行分组,通过目标方差判断提取差异像元位置,并可以设定阈值提高不同地物目标类型精度。该方法通过土地类型面积计算实验进行验证,提高了全色影像建筑物和农田目标的分类精度,验证了方法的有效性。 展开更多
关键词 多光谱图像 全色图像 图像融合 精分波段
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A twin-channel difference model for cross-calibration of thermal infrared band 被引量:2
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作者 LI JiaGuo GU XingFa +4 位作者 YU Tao LI XiaoYing GAO HaiLiang LIU Li XU Hui 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第7期2048-2056,共9页
Based on the conduction and transformation of the thermal infrared radiative transfer equation of water target,a twinchannel difference model(DM) was proposed to improve the calibration precision by conquering the lim... Based on the conduction and transformation of the thermal infrared radiative transfer equation of water target,a twinchannel difference model(DM) was proposed to improve the calibration precision by conquering the limitation that the atmospheric condition when image is acquiring cannot be truly obtained in the traditional radiometric simulation calibration method.The analysis of surface,atmosphere and top-of-atmosphere(TOA) radiative energy decomposition demonstrated that the apparent TOA radiance of the uncalibrated channel is the differential combination of two reference channels.The DM avoids impacts from atmospheric temperature and density.The only impact is from water vapor(WV) content.Based on the fitting error analysis of 742 mid-latitude atmospheric profiles(column WV content:0-5×10 3 atm cm) selected from TIGR database,the DM is insensitive to WV content.The maximum error is less than 0.2 K when the view zenith angels(VZAs) of reference channels and uncalibrated channel are less than 30.The error becomes 0.3 K when VZAs range from 30 to 40 and 0.6 K when VZAs are in 40-50.Because the uncertainty increases when VZAs are larger than 50,the best range of VZAs is 30-50.The vicarious calibration results at Lake Qinghai field indicated that the calibration precision of the DM cross-calibration by using MODIS bands 31 and 32 as reference channels to calibrate IRS band 08 is similar to that of vicarious calibration.Therefore,the DM is a reliable alternative tool for sensor on-orbit calibration and validation with high precision and frequency. 展开更多
关键词 remote sensing CROSS-CALIBRATION difference model IRS MODIS
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