Road Extraction from High-Resolution Orthophoto Images Using Convolutional Neural Network

被引:0
作者
Abolfazl Abdollahi
Biswajeet Pradhan
Nagesh Shukla
机构
[1] University of Technology Sydney,Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS)
[2] King Abdulaziz University,Center of Excellence for Climate Change Research
[3] Universiti Kebangsaan Malaysia (UKM),Earth Observation Center, Institute of Climate Change
来源
Journal of the Indian Society of Remote Sensing | 2021年 / 49卷
关键词
CNN; Deep learning; Orthophoto images; OBIA; Road extraction; Remote sensing;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:569 / 583
页数:14
相关论文
共 123 条
[1]  
Aasen H(2018)Quantitative remote sensing at ultra-high resolution with uav spectroscopy: A review of sensor technology, measurement procedures, and data correction workflows Remote Sensing 10 1091-430
[2]  
Honkavaara E(2018)Investigation of SVM and level set interactive methods for road extraction from Google earth images Journal of the Indian Society of Remote Sensing 46 423-405
[3]  
Lucieer A(2019)Extraction of road features from UAV images using a novel level set segmentation approach International Journal of Urban Sciences 23 391-387
[4]  
Zarco-Tejada P(2015)GIS-based sustainable city compactness assessment using integration of MCDM, Bayes theorem and RADAR technology Journal of Geocarto International 30 365-260
[5]  
Abdollahi A(2017)Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images ISPRS Journal of Photogrammetry and Remote Sensing 126 245-123
[6]  
Bakhtiari HRR(2017)Deep residual coalesced convolutional network for efficient semantic road segmentation IPSJ Transactions on Computer Vision Applications 9 6-16
[7]  
Nejad MP(2017)Segment-before-detect: Vehicle detection and classification through semantic segmentation of aerial images Remote Sensing 9 368-10
[8]  
Abdollahi A(2017)Semi automatic road extraction from digital images The Egyptian Journal of Remote Sensing Space Science 20 117-360
[9]  
Pradhan B(2010)Object based image analysis for remote sensing ISPRS Journal of Photogrammetry and Remote Sensing 65 2-166
[10]  
Shukla N(2012)Road extraction from high-resolution SAR images via automatic local detecting and human-guided global tracking International Journal of Antennas and Propagation 2012 1-1382