信阳师范学院学报(自然科学版)
信暘師範學院學報(自然科學版)
신양사범학원학보(자연과학판)
JOURNAL OF XINYANG NORMAL UNIVERSITY(NATURAL SCIENCE EDITION)
2014年
2期
218-222
,共5页
陈小瑜%刘志平%郑伟民%陈文成
陳小瑜%劉誌平%鄭偉民%陳文成
진소유%류지평%정위민%진문성
ETM+影像%OIF指数法%最佳波段组合%相关系数%融合
ETM+影像%OIF指數法%最佳波段組閤%相關繫數%融閤
ETM+영상%OIF지수법%최가파단조합%상관계수%융합
ETM+ image%optimum index factor( OIF) method%optimal bands combination%correlation coeffi-cient%fusion
利用最佳指数( OIF)法得出泉州市2001年ETM+遥感数据的最佳波段组合为波段5、4、2;采用乘积变换、Brovey变换、HIS变换、小波变换等4种典型的融合方法,分别进行ETM+最佳波段组合影像与ETM+全色波段影像的融合;计算融合后影像与原始影像之间的相关系数,从空间相关系数、光谱相关系数2个方面进行定量和定性评价。结果表明,Brovey融合后的影像信息损失最小、对于光谱保真性最好,小波变换融合方法次之;而小波变换融合后影像对于空间分辨率的改善效果最好,Brovey融合方法次之。针对本研究区,在4种融合方法中,Brovey变换和小波变换融合方法是最佳的选择。
利用最佳指數( OIF)法得齣泉州市2001年ETM+遙感數據的最佳波段組閤為波段5、4、2;採用乘積變換、Brovey變換、HIS變換、小波變換等4種典型的融閤方法,分彆進行ETM+最佳波段組閤影像與ETM+全色波段影像的融閤;計算融閤後影像與原始影像之間的相關繫數,從空間相關繫數、光譜相關繫數2箇方麵進行定量和定性評價。結果錶明,Brovey融閤後的影像信息損失最小、對于光譜保真性最好,小波變換融閤方法次之;而小波變換融閤後影像對于空間分辨率的改善效果最好,Brovey融閤方法次之。針對本研究區,在4種融閤方法中,Brovey變換和小波變換融閤方法是最佳的選擇。
이용최가지수( OIF)법득출천주시2001년ETM+요감수거적최가파단조합위파단5、4、2;채용승적변환、Brovey변환、HIS변환、소파변환등4충전형적융합방법,분별진행ETM+최가파단조합영상여ETM+전색파단영상적융합;계산융합후영상여원시영상지간적상관계수,종공간상관계수、광보상관계수2개방면진행정량화정성평개。결과표명,Brovey융합후적영상신식손실최소、대우광보보진성최호,소파변환융합방법차지;이소파변환융합후영상대우공간분변솔적개선효과최호,Brovey융합방법차지。침대본연구구,재4충융합방법중,Brovey변환화소파변환융합방법시최가적선택。
The optimum index factor( OIF) method was taken to determine the optimal bands combination, and the results indicated that bands 5,4,2 in the ETM+ remote sensing data was the optimal combination. Then, four fusion algorithms were taken based on the optimal bands combination and the panchromatic band of ETM+ remote sensing da-ta by four fusion algorithms including multiplicative transformation, brovey transformation, HIS transformation, wavelet transformation. The results of different fusion methods were evaluated qualitatively and quantitatively by comparison with the correlation between the original image and the fused images. The results indicated that wavelet transformation was the best method to improve the spatial resolution. The brovey transformation took the second place. The brovey transformation was the best method to maintain the spectral quality, and the wavelet transformation took the second place. So, the brovey transformation and wavelet transformation were selected.