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.
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]. 国土资源遥感, 2017, 29(3): 32-40.
MA Guorui, MA Yanli, JIANG Manzhen. Combinational color histogram and LBP textural features for remote sensing image segmentation. REMOTE SENSING FOR LAND & RESOURCES, 2017, 29(3): 32-40.
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