Fusion of Pixel-based and Object-based Features for Road Centerline Extraction from High-resolution Satellite Imagery

A novel approach for road centerline extraction from high spatial resolution satellite imagery is proposed by fusing both pixel-based and object-based features. Firstly, texture and shape features are extracted at the pixel level, and spectral features are extracted at the object level based on mult...

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Bibliographic Details
Main Authors: CAO Yungang, WANG Zhipan, SHEN Li, XIAO Xue, YANG Lei
Format: Article
Language:zho
Published: Surveying and Mapping Press 2016-10-01
Series:Acta Geodaetica et Cartographica Sinica
Subjects:
Online Access:http://html.rhhz.net/CHXB/html/2016-10-1231.htm