Author

Xu-Qiang Lv

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Open access 2026

Key-Region Prototype Contrastive Learning for Few-Shot PAN–MS Land-Cover Classification

Few-shot panchromatic (PAN)–multispectral (MS) remote sensing image classification is challenging due to limited labeled samples and substantial cross-modal differences. PAN images provide rich spatial and structural details, whereas MS images contain discriminative spectral information. To address background interfere...

Wen-Peng Du, Xiao-Tong Li, Hao Zhu et al. · IEEE Transactions on Geoscie... · 0 citations

Sep 2026

Fermentation of mulberry leaf extract by Aspergillus chevalieri CTCF-AC-1 for flavor improvement and enhanced hypoglycemic activity.

Mulberry leaf extract (MLE) is rich in bioactive compounds with potent hypoglycemic activity, but is constrained by its sensory drawbacks. In this study, Aspergillus chevalieri CTCF-AC-1, isolated from Fu brick tea, was employed to ferment MLE for improving both its flavor profile and functional efficacy. Fermentation...

Xue-Zhen Li, Fa-Tao He, Xu-Qiang Lv et al. · Journal of food microbiology · 0 citations

2026

D2M-DETR: Differential Decoupling and Multiscale Dynamic Modeling for Remote Sensing Small Object Detection

In recent years, small object detection in remote sensing images has been widely applied in many fields, yet it still faces several serious challenges. On one hand, small objects inherently have weak features and are easily disturbed by complex backgrounds. On the other hand, small objects in remote sensing images are...

Wen-Ping Ma, Zhen-Yu Hu, Hao Zhu et al. · IEEE Transactions on Geoscie... · 0 citations