A Deep Learning-Based Solution for Large-Scale Extraction of the Secondary Road Network from High-Resolution Aerial Orthoimagery

A Framework Based on Nesting of Convolutional Neural Networks to Classify Secondary Roads in High Resolution Aerial Orthoimages

(2020) Calimanut-Ionut Cira et al.   Remote Sensing

Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving

(2019) Suvash Sharma et al.   SENSORS

Oil palm plantation mapping from high-resolution remote sensing images using deep learning

(2019) Runmin Dong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Automated Method of Road Extraction from Aerial Images Using a Deep Convolutional Neural Network

(2019) Tamara Alshaikhli et al.   Applied Sciences-Basel

One For All: A Mutual Enhancement Method for Object Detection and Semantic Segmentation

(2019) Shichao Zhang et al.   Applied Sciences-Basel

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

Road Extraction by Deep Residual U-Net

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

Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection

(2018) Qi Wang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks

(2018) Corentin Henry et al.   IEEE Geoscience and Remote Sensing Letters

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

(2018) Yongyang Xu et al.   Remote Sensing

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images

(2018) Yahui Liu 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

Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks

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

Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields

(2017) Teerapong Panboonyuen et al.   Remote Sensing

Rural Road Extraction from High-Resolution Remote Sensing Images Based on Geometric Feature Inference

(2017) Jian Liu et al.   ISPRS International Journal of Geo-Information

Domain Adaptation for the Classification of Remote Sensing Data: An Overview of Recent Advances

(2016) Devis Tuia et al.   IEEE Geoscience and Remote Sensing Magazine

Do We Need More Training Data?

(2015) Xiangxin Zhu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

(2013) Gustavo Camps-Valls et al.   IEEE SIGNAL PROCESSING MAGAZINE