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联合概率密度脊提取的影像镶嵌色彩一致性处理方法
引用本文:吴炜,沈占锋,李均力,杨海平,骆剑承.联合概率密度脊提取的影像镶嵌色彩一致性处理方法[J].测绘学报,2013,42(2):247-252.
作者姓名:吴炜  沈占锋  李均力  杨海平  骆剑承
作者单位:1. 浙江工业大学;2. 中国科学院遥感应用研究所;3. UCLA;
基金项目:国家自然科学基金,国家863计划,国家科技支撑计划
摘    要:针对大区域待镶嵌遥感影像之间存在亮度分布和对比度不一致的问题,提出了一种联合概率密度脊提取的色彩一致性处理方法。统计两景影像重叠区域对应波段亮度值的联合概率密度,并从中提取通过“脊”的直线作为回归方程,对输入影像进行处理,使得影像间具有类似的对比度和亮度分布。选取TM数据进行了实验,结果表明:镶嵌结果色彩均匀、视觉特征良好;与传统方法相比具有较好的稳定性和统计特征。

关 键 词:影像镶嵌  联合概率密度  脊提取    色彩一致性处理  
收稿时间:2012-06-18
修稿时间:2012-10-08

Ridge of Joint Probability Density Based Color Normalization Method for Image Mosaic
WU Wei,SHEN Zhanfeng,LI Junli,YANG Haiping,LUO Jiancheng.Ridge of Joint Probability Density Based Color Normalization Method for Image Mosaic[J].Acta Geodaetica et Cartographica Sinica,2013,42(2):247-252.
Authors:WU Wei  SHEN Zhanfeng  LI Junli  YANG Haiping  LUO Jiancheng
Institution:1.Institute of Remote Sensing of Application,Chinese Academy of Sciences,Beijing 100101,China;2.College of Computer Science and Technology,Zhejiang University of Technology,Hangzhou 310023,China;3.Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China
Abstract:Considering the problem of the the chromaticity among a collection of remote sensing images that are to create image mosaics often differs,a rigde based color normalization method is proposed. The joint probability desity (PD) of DN values in the overlapped area of two images is calculated, then line equation across the ridge of PD is extracted as the regression model , the input image is corrected and make all the image have similar contrast and chromaticity distribution. Landsat TM data was selected to test the method, the result shows the color is uniform and have good visual features. The proposed method is more robust and has better statistical characteristics than traditinal method.
Keywords:image mosaic  joint probability density  ridge extraction  color normalization
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