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Author

Ronghua Shang

2 papers indexed here

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2026

Multimodal Cross-Scene Hyperspectral Image Classification Guided by Dual-Agent Priori Knowledge

Semantic information is increasingly used to improve the performance of cross-scene hyperspectral image (HSI) classification. However, existing methods have difficulty fully exploiting the prior knowledge of large language models (LLMs) in textual information and usually rely on static template prompts. Moreover, they...

Rong-Hua Shang, Chi Wang, Jing-Yi Ding et al. · 0 citations
2026

WE-DETR: Wavelet-Enhanced Multiscale Feature Compensation Detection Transformer for Remote Sensing Small Objects

Small object detection in remote sensing imagery remains challenging due to the extremely limited pixel footprint of targets and the severe loss of fine-grained spatial details caused by multistage downsampling. To address these issues, we propose WE-DETR, a wavelet-enhanced multiscale feature compensation detection tr...

Yu Song, Wei-Guo Zuo, Rong-Hua Shang et al. · 0 citations

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