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

Road Extraction by Deep Residual U-Net

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

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

(2018) Rao Muhammad Anwer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

UFCN: a fully convolutional neural network for road extraction in RGB imagery acquired by remote sensing from an unmanned aerial vehicle

(2018) Ramesh Kestur et al.   Journal of Applied Remote Sensing

Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters

(2018) Yongyang Xu et al.   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

Road Recognition From Remote Sensing Imagery Using Incremental Learning

(2017) Jing Zhang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Quality assessment of building footprint data using a deep autoencoder network

(2017) Yongyang Xu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images

(2017) Hongzhen Wang et al.   Remote Sensing

Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network

(2017) Gang Fu 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

Random Forest Classification of Wetland Landcovers from Multi-Sensor Data in the Arid Region of Xinjiang, China

(2016) Shaohong Tian et al.   Remote Sensing

Road network extraction: a neural-dynamic framework based on deep learning and a finite state machine

(2015) Jun Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Semi-Automatic Method for Road Centerline Extraction From VHR Images

(2014) Zelang Miao et al.   IEEE Geoscience and Remote Sensing Letters

Improving SAR-Based Urban Change Detection by Combining MAP-MRF Classifier and Nonlocal Means Similarity Weights

(2014) Osama Yousif et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Road Network Detection Using Probabilistic and Graph Theoretical Methods

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

Road Extraction from High-Resolution SAR Images via Automatic Local Detecting and Human-Guided Global Tracking

(2012) Jianghua Cheng et al.   International Journal of Antennas and Propagation

Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

(2011) Qihao Weng   REMOTE SENSING OF ENVIRONMENT

Incorporating Generic and Specific Prior Knowledge in a Multiscale Phase Field Model for Road Extraction From VHR Images

(2008) Ting Peng et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing