INSTANTANEOUS COASTLINE EXTRACTION FROM LIDAR POINT CLOUD AND HIGH RESOLUTION REMOTE SENSING IMAGERY

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Li, Y.^1¹  Zhoing, L.^1² 

[1] ChangJiang Spatial Infomation Technology Engineering Co.Ltd , Wuhan 430010 , China^1;Faculty of Information Engineering , China University of Geosciences , Wu han 430074 , China^2

关键词: coastline;    image segmentation;    LiDAR;    region growing;   

DOI  :  10.5194/isprs-archives-XLII-3-975-2018

学科分类：地球科学(综合)

来源: Copernicus Publications

【 摘 要 】

A new method was proposed for instantaneous waterline extraction in this paper, which combines point cloud geometry features and image spectral characteristics of the coastal zone. The proposed method consists of follow steps: Mean Shift algorithm is used to segment the coastal zone of high resolution remote sensing images into small regions containing semantic information;Region features are extracted by integrating LiDAR data and the surface area of the image; initial waterlines are extracted by α-shape algorithm; a region growing algorithm with is taking into coastline refinement, with a growth rule integrating the intensity and topography of LiDAR data; moothing the coastline. Experiments are conducted to demonstrate the efficiency of the proposed method.

【 授权许可】

CC BY