Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification

MRENet: Simultaneous Extraction of Road Surface and Road Centerline in Complex Urban Scenes from Very High-Resolution Images

(2021) Zhenfeng Shao et al.   Remote Sensing

Generalizing from a Few Examples

(2020) Yaqing Wang et al.   ACM COMPUTING SURVEYS

Object Detection in UAV Images via Global Density Fused Convolutional Network

(2020) Ruiqian Zhang et al.   Remote Sensing

Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning

(2020) Zhongling Huang et al.   IEEE Geoscience and Remote Sensing Letters

RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification

(2020) Haifeng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning-based fusion of Landsat-8 and Sentinel-2 images for a harmonized surface reflectance product

(2019) Zhenfeng Shao et al.   REMOTE SENSING OF ENVIRONMENT

Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis

(2019) Rafael Pires de Lima et al.   Remote Sensing

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

End-to-End Airplane Detection Using Transfer Learning in Remote Sensing Images

(2018) Zhong Chen et al.   Remote Sensing

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification

(2017) Xue Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu 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

A Survey on Transfer Learning

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