FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model

S Peng, X Zhu, H Deng, LJ Deng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Remote sensing image fusion aims to generate a high-resolution multi/hyperspectral image
by combining a high-resolution image with limited spectral data and a low-resolution image …

Cross-Temporal Self-Supervised Learning with Superpixel Mask for Multi-Temporal Land Cover Classification

Q Wang, Y Qiu, S Shen, T Shen - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Multitemporal remote sensing images offer multiple views of Earth observation, enabling the
integration of temporal information to effectively mitigate issues caused by clouds, shadows …

Multi-Modal Prototypes for Few-Shot Object Detection in Remote Sensing Images

Y Liu, Z Pan, J Yang, P Zhou, B Zhang - Remote Sensing, 2024 - search.proquest.com
Few-shot object detection has attracted extensive attention due to the abomination of time-
consuming or even impractical large-scale data labeling. Current studies attempted to …

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model

D Wang, M Hu, Y **, Y Miao, J Yang, Y Xu… - arxiv preprint arxiv …, 2024 - arxiv.org
Foundation models (FMs) are revolutionizing the analysis and understanding of remote
sensing (RS) scenes, including aerial RGB, multispectral, and SAR images. However …