Automatic Segmentation of Remote Sensing Images on Water Bodies Based on Image Enhancement

Jie Zhang, Minquan Feng, Yu Wang
2020 Traitement du signal  
By virtue of high-resolution remote sensing satellites, there is a possibility to analyze remote sensing images on water bodies through digital image processing (DIP). In many remote sensing images, however, the water bodies have similar gray values as other ground objects. To effectively distinguish water bodies from other ground objects in these images, this paper proposes a logarithmic enhancement method for remote sensing images on water bodies based on adaptive morphology. The proposed
more » ... od can filter the noise of non-target area, and enhance the water body in the original image. On this basis, a morphology-based segmentation method was designed for remote sensing images on water bodies. Experimental results show that our method achieved a high segmentation accuracy, controlling the mean segmentation error at below 1.32%.
doi:10.18280/ts.370616 fatcat:evyqwey33fgx3at2wieiza2hvm