Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm

Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm

Abstract Road network detection is critical to enhance disaster response and detecting a safe evacuation route. Due to expanding computational capacity, road extraction from aerial imagery has been investigated extensively in the literature, specifically in the last decade. Previous studies have mai...

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Bibliographic Details
Main Authors:	Hafiz Suliman Munawar, Ahmed W. A. Hammad, S. Travis Waller, Danish Shahzad, Md. Rafiqul Islam
Format:	Article
Language:	English
Published:	Springer Nature 2023-01-01
Series:	Human-Centric Intelligent Systems
Subjects:	Deep ResUnet Region merging Object-based image analysis (OBIA) B-snake Road network extraction
Online Access:	https://doi.org/10.1007/s44230-023-00015-5

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