Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation

UAVid: A semantic segmentation dataset for UAV imagery

(2020) Ye Lyu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accurate cloud detection in high-resolution remote sensing imagery by weakly supervised deep learning

(2020) Yansheng Li et al.   REMOTE SENSING OF ENVIRONMENT

Cross-Domain Distance Metric Learning Framework With Limited Target Samples for Scene Classification of Aerial Images

(2019) Li Yan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images

(2019) Bilel Benjdira et al.   Remote Sensing

Domain Adaptation for Convolutional Neural Networks-Based Remote Sensing Scene Classification

(2019) Shaoyue Song et al.   IEEE Geoscience and Remote Sensing Letters

Semi-supervised center-based discriminative adversarial learning for cross-domain scene-level land-cover classification of aerial images

(2019) Ruixi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

TreeUNet: Adaptive Tree convolutional neural networks for subdecimeter aerial image segmentation

(2019) Kai Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Superpixel-enhanced deep neural forest for remote sensing image semantic segmentation

(2019) Li Mi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks

(2018) Yansheng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images

(2018) Michele Volpi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semantic Segmentation for High Spatial Resolution Remote Sensing Images Based on Convolution Neural Network and Pyramid Pooling Module

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

Deep networks under scene-level supervision for multi-class geospatial object detection from remote sensing images

(2018) Yansheng Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tea Garden Detection from High-Resolution Imagery Using a Scene-Based Framework

(2018) Xin Huang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

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

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

Domain Adaptation Network for Cross-Scene Classification

(2017) Esam Othman et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Geospatial big data handling theory and methods: A review and research challenges

(2016) Songnian Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Big Data for Remote Sensing: Challenges and Opportunities

(2016) Mingmin Chi et al.   PROCEEDINGS OF THE IEEE

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

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Remote sensing big data computing: Challenges and opportunities

(2015) Yan Ma et al.   Future Generation Computer Systems-The International Journal of eScience

Accurate Urban Area Detection in Remote Sensing Images

(2015) Hao Shi et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Mapping of Agricultural Crops from Single High-Resolution Multispectral Images—Data-Driven Smoothing vs. Parcel-Based Smoothing

(2015) Asli Ozdarici-Ok et al.   Remote Sensing

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors