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

Road Extraction by Deep Residual U-Net

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

Improved Fully Convolutional Network with Conditional Random Fields for Building Extraction

(2018) Sanjeevan Shrestha et al.   Remote Sensing

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

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

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

Road junction extraction from high-resolution aerial imagery

(2008) Mehdi Ravanbakhsh et al.   PHOTOGRAMMETRIC RECORD