Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery

A Y-Net deep learning method for road segmentation using high-resolution visible remote sensing images

(2019) Ye Li et al.   Remote Sensing Letters

Radiometric Calibration for Multispectral Camera of Different Imaging Conditions Mounted on a UAV Platform

(2019) Yahui Guo et al.   Sustainability

JointNet: A Common Neural Network for Road and Building Extraction

(2019) Zhengxin Zhang et al.   Remote Sensing

Road Extraction from High-Resolution Remote Sensing Imagery Using Refined Deep Residual Convolutional Neural Network

(2019) Lin Gao et al.   Remote Sensing

Generative Adversarial Networks for Hyperspectral Image Classification

(2018) Lin Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

Detection of the power lines in UAV remote sensed images using spectral-spatial methods

(2018) Rishav Bhola et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Road Detection From Remote Sensing Images by Generative Adversarial Networks

(2018) Qian Shi et al.   IEEE Access

An End-to-end Neural Network for Road Extraction from Remote Sensing Imagery by Multiple Feature Pyramid Network

(2018) Xun Gao et al.   IEEE Access

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

Multiscale road centerlines extraction from high-resolution aerial imagery

(2018) Ruyi Liu et al.   NEUROCOMPUTING

Road Structure Refined CNN for Road Extraction in Aerial Image

(2017) Yanan Wei et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Deep Recurrent Neural Networks for Hyperspectral Image Classification

(2017) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

GAN-Assisted Two-Stream Neural Network for High-Resolution Remote Sensing Image Classification

(2017) Yiting Tao et al.   Remote Sensing

Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV

(2016) J. Senthilnath et al.   BIOSYSTEMS ENGINEERING

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

Efficient Road Detection and Tracking for Unmanned Aerial Vehicle

(2015) Hailing Zhou et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

Remote sensing image classification based on neural network ensemble algorithm

(2011) Min Han et al.   NEUROCOMPUTING

Road Extraction From Satellite Images Using Particle Filtering and Extended Kalman Filtering

(2010) Sahar Movaghati et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING