5 papers · 1 filter
Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
Tengya Zhang, Feng Gao, Lin Qi +2
Hyperspectral image super-resolution is essential for enhancing the spatial fidelity of HSI data, yet existing deep learning methods often struggle with substantial spectral redund…
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification
Junyan Lin, Feng Gap, Lin Qi +3
Hyperspectral image (HSI) and LiDAR data joint classification is a challenging task. Existing multi-source remote sensing data classification methods often rely on human-designed f…
Hierarchical Attention and Parallel Filter Fusion Network for Multi-Source Data Classification
Han Luo, Feng Gao, Junyu Dong +1
Hyperspectral image (HSI) and synthetic aperture radar (SAR) data joint classification is a crucial and yet challenging task in the field of remote sensing image interpretation. Ho…
Dual-Stream Attention Network for Hyperspectral Image Unmixing
Yufang Wang, Wenmin Wu, Lin Qi +1
Hyperspectral image (HSI) contains abundant spatial and spectral information, making it highly valuable for unmixing. In this paper, we propose a Dual-Stream Attention Network (DSA…
Sparse Focus Network for Multi-Source Remote Sensing Data Classification
Xuepeng Jin, Junyan Lin, Feng Gao +2
Multi-source remote sensing data classification has emerged as a prominent research topic with the advancement of various sensors. Existing multi-source data classification methods…