[HTML][HTML] Road extraction in remote sensing data: A survey

Z Chen, L Deng, Y Luo, D Li, JM Junior… - International journal of …, 2022 - Elsevier
Automated extraction of roads from remotely sensed data come forth various usages ranging
from digital twins for smart cities, intelligent transportation, urban planning, autonomous …

Automatic extraction of water and shadow from SAR images based on a multi-resolution dense encoder and decoder network

P Zhang, L Chen, Z Li, J Xing, X Xing, Z Yuan - Sensors, 2019 - mdpi.com
The water and shadow areas in SAR images contain rich information for various
applications, which cannot be extracted automatically and precisely at present. To handle …

[HTML][HTML] Leveraging optical and SAR data with a UU-Net for large-scale road extraction

Y Lin, L Wan, H Zhang, S Wei, P Ma, Y Li… - International Journal of …, 2021 - Elsevier
Road datasets are fundamental and imperative for traffic management and urban planning.
Different high-resolution optical remote sensing images are widely used for automatic road …

A multiscale method for road network extraction from high-resolution SAR images based on directional decomposition and regional quality evaluation

W He, H Song, Y Yao, X Jia - Remote Sensing, 2021 - mdpi.com
Road network is an important part of modern transportation. For the demands of accurate
road information in practical applications such as urban planning and disaster assessment …

[PDF][PDF] Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach

X Hu, Y Ban, A Nascetti - International Journal of Applied Earth …, 2021 - lirias.kuleuven.be
ABSTRACT Sentinel-2 MultiSpectral Instrument (MSI) data exhibits the great potential of
enhanced spatial and temporal coverage for monitoring biomass burning which could …

Road network detection based on improved FLICM-MRF method using high resolution SAR images

L Zhang, C Jiang, B Zou, Z Qiao - Big Data III: Learning …, 2021 - spiedigitallibrary.org
The automatic detection of road network from satellite and aerial images is highly significant
in many actual applications, for instance, urban traffic measurement, military emergency …