News

What Do 'Scene' and 'Cloud Cover' Mean in High-Resolution Satellite Remote Sensing Images?

When querying and purchasing satellite remote sensing images, the keywords 'scene' and 'cloud cover' frequently appear. In ...
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 intra-class differences and small inter-class differences" caused by the complex background and scale variations of interest targets in remote ...

AI turns simple plant images into early drought warnings, giving crops a voice in the fight against water stress

What if plants could speak when they were thirsty? Agriculture, in essence, is a dialog among crops, soil and climate. Yet ...
GitHub

Any models about remote sensing image semantic segmentation?

Hi @yfq512 - we do not keep the models trained on geo bench as they are quick to replicate - often with < 1 hr of training. The iSAID, DIOR models cannot be distributed as they have an academic only ...
GitHub

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images

Semantic segmentation of remote sensing images is pivotal for comprehensive Earth observation, but the demand for interpreting new object categories, coupled with the high expense of manual annotation ...
IEEE

Diff-Transformer: Heterogeneous Feature Fusion Network for Multisource Remote Sensing Classification

Abstract: Multimodal remote sensing image classification has emerged as a key research area in remote sensing, with extensive applications in real-world scenarios. However, these images are collected ...
Frontiers

CoastVisionNet: transformer with integrated spatial-channel attention for coastal land cover classification

1 School of Integrated Circuits, Guangdong University of Technology, Guangzhou, China 2 School of Computer Science, Xi'an University of Technology, Xi'an, China Introduction: The rapid advancement of ...