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首頁> 外文會議>SAR Image Analysis, Modeling, and Techniques VII >The Fusion of SAR images and Optical images, based on the use of Wavelet Transform: to Improve Classification Accuracy

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The Fusion of SAR images and Optical images, based on the use of Wavelet Transform: to Improve Classification Accuracy

機譯：基于小波變換的SAR圖像和光學(xué)圖像融合：提高分類精度

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This paper describes the effectiveness of the fusion of SAR images and Optical images based on the use of wavelet transform. Through the tests for differences between wavelet transform technique and other fusion technique, we explain the strength and weakness about each technique. We have studied on the improvement of classification accuracy using the fusion of SAR images and Optical images. In this paper, we focus on the classification of urban area which results from combining Spot Pan, Spot MS and SAR images.

機譯：本文介紹了基于小波變換的SAR圖像和光學(xué)圖像融合的有效性。通過對小波變換技術(shù)與其他融合技術(shù)之間差異的測試，我們解釋了每種技術(shù)的優(yōu)缺點。我們已經(jīng)研究了使用SAR圖像和光學(xué)圖像融合來提高分類精度的方法。在本文中，我們將重點放在結(jié)合Spot Pan，Spot MS和SAR圖像得出的城市區(qū)域分類上。

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來源
《SAR Image Analysis, Modeling, and Techniques VII》|2005年|P.59800K.1-59800K.8|共8頁
會議地點 Bruges(BE)
作者
Jun-chul Kim; Young-ran Lee; Sung-hee Kwak;
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作者單位

Dept. of Image System Team, Satrec Initiative Co. 461-26 Jeonmin-dong, Yuseong-gu, Daejeon 305-811, Korea;

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會議組織
原文格式 PDF
正文語種 eng
中圖分類雷達接收設(shè)備;
關(guān)鍵詞
SAR; optical; fusion; classification; wavelet transform;

機譯：SAR;光學(xué);融合;分類;小波變換;

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專利

1. PCA-based sea-ice image fusion of optical data by HIS transform and SAR data by wavelet transform [J] . LIU Meijie, DAI Yongshou, ZHANG Jie, 海洋學(xué)報（英文版） . 2015,第003期

機譯：基于PCA的HIS變換和SAR數(shù)據(jù)的小波變換海冰圖像融合
2. Classification of Remote Sensing Images using Wavelet Based Contourlet Transform and Accuracy Analysis of Classified Images [J] . M.Emimal, Dr.P.Kannan International Journal of Advanced Networking and Applications . 2018,第5期

機譯：基于小波輪廓波變換的遙感圖像分類及分類圖像精度分析
3. Fusion of High-Resolution SAR and Optical Imageries Based on a Wavelet Transform and IHS Integrated Algorithm [J] . Abdelrahman Yehia, Mohamed Safy, Ahmed S. Amein International journal of engineering research in Africa . 2021,第1期

機譯：基于小波變換和IHS集成算法的高分辨率SAR和光學(xué)成像儀的融合
4. The Fusion of SAR images and Optical images, based on the use of Wavelet Transform: to Improve Classification Accuracy [C] . Jun-chul Kim, Young-ran Lee, Sung-hee Kwak Conference on SAR Image Analysis, Modeling, and Techniques . 2005

機譯：基于使用小波變換的SAR圖像和光學(xué)圖像的融合：提高分類精度
5. Data fusion approach to improve forest cover classification using SAR imagery. [D] . Zhu, Cheng. 2004

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6. Enhanced CT Images by the Wavelet Transform Improving Diagnostic Accuracy of Chest Nodules [O] . Xiuhua Guo, Xiangye Liu, Huan Wang, 2011

機譯：通過小波變換增強CT圖像提高胸部結(jié)節(jié)的診斷準(zhǔn)確性
7. APPLICATION OF FUSION WITH SAR AND OPTICAL IMAGES IN LAND USE CLASSIFICATION BASED ON SVM [O] . C. Bao, G. Huang, S. Yang 2012

機譯：基于sVm的saR和光學(xué)圖像融合在土地利用分類中的應(yīng)用
8. Enhancement of Tropical Land Cover Mapping with Wavelet-Based Fusion and Unsupervised Clustering of SAR and Landsat Image Data [R] . LeMoigne, J. , Laporte, N. , Netanyahuy, N. S. 2001

機譯：基于小波變換和saR和Landsat圖像數(shù)據(jù)無監(jiān)督聚類的熱帶地形覆蓋制圖

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The Fusion of SAR images and Optical images, based on the use of Wavelet Transform: to Improve Classification Accuracy

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