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

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

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

(2017) Nicolas Audebert et al.   Remote Sensing

Using filter banks in Convolutional Neural Networks for texture classification

(2016) Vincent Andrearczyk et al.   PATTERN RECOGNITION LETTERS

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

Adaptive road detection via context-aware label transfer

(2015) Qi Wang et al.   NEUROCOMPUTING

Video-based road detection via online structural learning

(2015) Yuan Yuan et al.   NEUROCOMPUTING

Detection guided deconvolutional network for hierarchical feature learning

(2015) Jing Liu et al.   PATTERN RECOGNITION

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

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