Semi-Supervised Land Cover Classification of Remote Sensing Imagery Using CycleGAN and EfficientNet

HCANet: A Hierarchical Context Aggregation Network for Semantic Segmentation of High-Resolution Remote Sensing Images

(2021) Haiwei Bai et al.   IEEE Geoscience and Remote Sensing Letters

Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image

(2021) Hoin Jung et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A hybrid deep convolutional neural network for accurate land cover classification

(2021) Naftaly Wambugu et al.   International Journal of Applied Earth Observation and Geoinformation

ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data

(2020) Foivos I. Diakogiannis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Dense Dilated Convolutions’ Merging Network for Land Cover Classification

(2020) Qinghui Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images

(2020) Daifeng Peng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

(2019) Daifeng Peng et al.   Remote Sensing

Land Cover Classification From VHR Optical Remote Sensing Images by Feature Ensemble Deep Learning Network

(2019) Shan Dong et al.   IEEE Geoscience and Remote Sensing Letters

Road Extraction by Deep Residual U-Net

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

Urban Land Cover Classification With Missing Data Modalities Using Deep Convolutional Neural Networks

(2018) Michael Kampffmeyer et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification

(2018) Hao Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Building Footprint Generation Using Improved Generative Adversarial Networks

(2018) Yilei Shi et al.   IEEE Geoscience and Remote Sensing Letters

Deep learning

(2015) Yann LeCun et al.   NATURE