IEEE

MPFASS-Net: A Mamba Progressive Feature Aggregation Network With Self-Supervised for Remote Sensing Image Scene Classification

Abstract: Focusing on the semantic gap problem of “large intraclass differences and small interclass differences” caused by the complex background and scale variations of interest targets in remote ...
Frontiers

Crop classification method for multi-temporal remote sensing imagery based on a (3+2)D SAFPN

The final, formatted version of the article will be published soon. Accurate crop classification is essential for agricultural monitoring and ensuring food security. This paper proposes an improved ...
Frontiers

Classification of tobacco leaf diseases based on multi-source remote sensing data

1 State Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China 2 Honghe Branch of Yunnan Tobacco Company, Yunnan, ...
GitHub

Radiation-Tolerant Unsupervised Deep Image Stitching for Remote Sensing

3 Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China. 4 DFH Satellite Co., Ltd., Beijing, China. For PyTorch dependency, see ...
IEEE

Decoupling-Based Cross-Layer Connection Removal for Compact Remote Sensing Image Classification

Abstract: Cross-layer connections can couple different layers of neural networks in diverse paths, improving the classification accuracy of remote sensing images. However, some structures are ...