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Open access 2026

Global Spatial–Spectral and Frequency-Domain Mamba for Hyperspectral Change Detection

Hyperspectral image plays an indispensable role in the field of change detection, yet its application still faces numerous challenges. On one hand, traditional attention mechanisms are often constructed based on local information, making them prone to overlooking long-range contextual relationships hidden within global...

Bingcheng Shi, Jiajun Qiao, Qiaolin Ye et al. · 0 citations
Open access Sep 2026

MFRA-YOLOv11: Remote Sensing Small Object Detection Algorithm Based on Multiscale Feature Extraction and Region Awareness

MFRA-YOLOv11, an enhanced YOLOv11s-based network for remote sensing small object detection under the horizontal bounding box paradigm, which integrates multiscale feature extraction and object region awareness to improve detection accuracy.

Wei Huang, Qiang Zhou, Lu Gao et al. · 0 citations

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