Aerial Image Road Extraction Based on an Improved Generative Adversarial Network

Automatic classification of urban ground elements from mobile laser scanning data

(2018) J. Balado et al.   AUTOMATION IN CONSTRUCTION

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic extraction of road features in urban environments using dense ALS data

(2018) Mario Soilán et al.   International Journal of Applied Earth Observation and Geoinformation

Road Detection From Remote Sensing Images by Generative Adversarial Networks

(2018) Qian Shi et al.   IEEE Access

Scene Classification With Recurrent Attention of VHR Remote Sensing Images

(2018) Qi Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Application of Multitemporal InSAR Covariance and Information Fusion to Robust Road Extraction

(2017) Mi Jiang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   Remote Sensing

Road Extraction From Very High Resolution Remote Sensing Optical Images Based on Texture Analysis and Beamlet Transform

(2016) Moslem Ouled Sghaier et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

Road centerline extraction from airborne LiDAR point cloud based on hierarchical fusion and optimization

(2016) Zhenyang Hui et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved road centerlines extraction in high-resolution remote sensing images using shear transform, directional morphological filtering and enhanced broken lines connection

(2016) Ruyi Liu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting

(2016) Guangliang Cheng et al.   NEUROCOMPUTING

Road centerlines extraction from high resolution images based on an improved directional segmentation and road probability

(2016) Ruyi Liu et al.   NEUROCOMPUTING

Morphological path filtering at the region scale for efficient and robust road network extraction from satellite imagery

(2016) Luc Courtrai et al.   PATTERN RECOGNITION LETTERS

An Object-Based Method for Road Network Extraction in VHR Satellite Images

(2015) Zelang Miao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Direction-Guided Ant Colony Optimization Method for Extraction of Urban Road Information From Very-High-Resolution Images

(2015) Dandong Yin et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images

(2015) Ziheng Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automated Road Information Extraction From Mobile Laser Scanning Data

(2015) Haiyan Guan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Water flow based geometric active deformable model for road network

(2015) Shanmugam Leninisha et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A two-stage framework for road extraction from high-resolution satellite images by using prominent features of impervious surfaces

(2014) Pankaj Pratap Singh et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Tensor-Cuts: A simultaneous multi-type feature extractor and classifier and its application to road extraction from satellite images

(2014) Charalambos Poullis   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An Integrated Method for Urban Main-Road Centerline Extraction From Optical Remotely Sensed Imagery

(2013) Wenzhong Shi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Using mobile laser scanning data for automated extraction of road markings

(2013) Haiyan Guan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semi-Automated Road Detection From High Resolution Satellite Images by Directional Morphological Enhancement and Segmentation Techniques

(2012) D. Chaudhuri et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Road Network Detection Using Probabilistic and Graph Theoretical Methods

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

Use of Salient Features for the Design of a Multistage Framework to Extract Roads From High-Resolution Multispectral Satellite Images

(2011) Sukhendu Das et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Automatic urban road extraction using airborne laser scanning/altimetry and high resolution satellite data

(2009) Poonam S. Tiwari et al.   Journal of the Indian Society of Remote Sensing