自然资源遥感2017，Vol.29Issue(3)：32-40,9.DOI:10.6046/gtzyyg.2017.03.05
结合颜色直方图和LBP纹理的遥感影像分割
Combinational color histogram and LBP textural features for remote sensing image segmentation
摘要
Abstract
A novel segmentation method combining color histogram with LBP textural features for segmentation of high-resolution remote sensing images is presented.This method starts with an adaptive marker-based watershed algorithm to obtain an initial segmentation result, and the markers are constructed by dual-threshold joint segmentation of the gradient image.And then a regional similarity indicator combining color histogram with LBP textural features is adopted to guide regional merging procedure and obtain the final result.Comparative experiments on high-resolution remote sensing images have proved the effectiveness of the method.关键词
标记分水岭分割/颜色直方图/LBP纹理/区域合并Key words
marker-based watershed/color histogram/LBP textural feature/region merging分类
信息技术与安全科学引用本文复制引用
马国锐,马艳丽,江满珍..结合颜色直方图和LBP纹理的遥感影像分割[J].自然资源遥感,2017,29(3):32-40,9.基金项目
国家自然科学基金项目"基于多尺度一体化分割的高分辨率SAR与光学图像变化检测"(编号: 61001187)、国家863计划资助项目"多传感器信息实时接入"(编号: 2013AA122301)和江苏省资源环境信息工程重点实验室开放基金资助项目"高光谱影像全尺度分割与仿生模式分类方法"(编号: JS201302)共同资助. （编号: 61001187）
