Road Extraction of High-Resolution Remote Sensing Images Derived from DenseUNet

A Y-Net deep learning method for road segmentation using high-resolution visible remote sensing images

(2019) Ye Li et al.   Remote Sensing Letters

Road Information Extraction from High-Resolution Remote Sensing Images Based on Road Reconstruction

(2019) Tingting Zhou et al.   Remote Sensing

JointNet: A Common Neural Network for Road and Building Extraction

(2019) Zhengxin Zhang et al.   Remote Sensing

Road Extraction from High-Resolution Remote Sensing Imagery Using Refined Deep Residual Convolutional Neural Network

(2019) Lin Gao et al.   Remote Sensing

Road Extraction by Using Atrous Spatial Pyramid Pooling Integrated Encoder-Decoder Network and Structural Similarity Loss

(2019) Hao He et al.   Remote Sensing

Aerial Image Road Extraction Based on an Improved Generative Adversarial Network

(2019) Xiangrong Zhang et al.   Remote Sensing

Road Segmentation of Unmanned Aerial Vehicle Remote Sensing Images Using Adversarial Network With Multiscale Context Aggregation

(2019) Yuxia Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net

(2019) Xiaofei Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Road Centerline Extraction from Very-High-Resolution Aerial Image and LiDAR Data Based on Road Connectivity

(2018) Zhiqiang Zhang et al.   Remote Sensing

Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning

(2018) Yongyang Xu et al.   Remote Sensing

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Road Structure Refined CNN for Road Extraction in Aerial Image

(2017) Yanan Wei et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

(2017) Guangliang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images

(2017) Rasha Alshehhi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Region-based urban road extraction from VHR satellite images using Binary Partition Tree

(2016) Mengmeng Li et al.   International Journal of Applied Earth Observation and Geoinformation

Deep learning

(2015) Yann LeCun et al.   NATURE

Connected component-based technique for automatic extraction of road centerline in high resolution satellite images

(2015) Chinnathevar Sujatha et al.   EURASIP Journal on Image and Video Processing

Main Road Extraction from ZY-3 Grayscale Imagery Based on Directional Mathematical Morphology and VGI Prior Knowledge in Urban Areas

(2015) Bo Liu et al.   PLoS One

Road Centerline Extraction From High-Resolution Imagery Based on Shape Features and Multivariate Adaptive Regression Splines

(2012) Zelang Miao et al.   IEEE Geoscience and Remote Sensing Letters

Road Network Detection Using Probabilistic and Graph Theoretical Methods

(2012) Cem Unsalan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Semi-automatic road tracking by template matching and distance transformation in urban areas

(2011) Jixian Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Road Extraction From Satellite Images Using Particle Filtering and Extended Kalman Filtering

(2010) Sahar Movaghati et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Road centreline extraction from high‐resolution imagery based on multiscale structural features and support vector machines

(2009) Xin Huang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING