多尺度图像分割和颜色传递的遥感图像彩色化增强

doi:10.11947/j.AGCS.2015.20130066

测绘学报 ›› 2015, Vol. 44 ›› Issue (1): 76-81.doi: 10.11947/j.AGCS.2015.20130066

多尺度图像分割和颜色传递的遥感图像彩色化增强

张砚^1,2, 罗强一¹, 刘东红¹, 罗睿¹

1. 中国电子设备系统工程公司研究所, 北京 100141;
2. 北京遥感信息研究所, 北京 100192

收稿日期:2014-01-07 修回日期:2014-09-13 出版日期:2015-01-20 发布日期:2015-01-22
作者简介:张砚(1975-), 女, 博士后, 主要研究方向为遥感数字图像处理、计算机图形学、时空数据库.
基金资助:
中国博士后科学基金(2013T60909)

Remote Sensing Images Enhancement Based on Color Transfer and Multi-scale Image Segmentation

ZHANG Yan^1,2, LUO Qiangyi¹, LIU Donghong¹, LUO Rui¹

1. Institute of Chinese Electronic System Engineering Corporation, Beijing 100141, China;
2. Beijing Institute of Remote Sensing, Beijing 100192, China

Received:2014-01-07 Revised:2014-09-13 Online:2015-01-20 Published:2015-01-22

摘要/Abstract

摘要：

提出一种基于小波降噪、多尺度图像分割和颜色传递的遥感图像彩色化增强方法.该方法利用一种多尺度图像分割技术,将图像分割为若干子区域,在子区域之间进行亮度匹配和颜色传递,减少了颜色传递误差,再与采用软阈值方法的复数小波包降噪预处理相结合,来增强遥感图像的细节分辨能力.试验结果证明,基于图像分割和色彩传递相结合的方法,其参考彩色图像不需要与目标图像配准,只要特征、风格相近似,就可以对纹理结构相对较简单的全色遥感图像实现全自动的彩色化增强.彩色化的结果图像在美观程度及目标的可识别度上都有了明显增强.

Key words: remote sensing images enhancement, wavelet denosing, image segmentation, color transfer

中图分类号:

TP751.1

张砚, 罗强一, 刘东红, 罗睿. 多尺度图像分割和颜色传递的遥感图像彩色化增强[J]. 测绘学报, 2015, 44(1): 76-81.

ZHANG Yan, LUO Qiangyi, LIU Donghong, LUO Rui. Remote Sensing Images Enhancement Based on Color Transfer and Multi-scale Image Segmentation[J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(1): 76-81.

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多尺度图像分割和颜色传递的遥感图像彩色化增强

Remote Sensing Images Enhancement Based on Color Transfer and Multi-scale Image Segmentation

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