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Author

He Chen

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Open access 2026

GNSRNet: Geometric Guided Noise Reduction Super-Resolution Network for Remote Sensing Tiny Object Detection

A dual-branch denoising and SR feature pyramid network is proposed, which integrates an adaptive dynamic noise reduction module and an inference decoupled auxiliary SR branch, while a progressive loss-annealing strategy is further introduced to reduce reliance on the SR branch during inference, meeting the requirements...

Ming-Xue Yang, He Chen, Ning Zhang et al. · 0 citations
2026

Frequency-Spatial Dual-Level Selective Alignment for Domain-Adaptive Object Detection in Remote Sensing

Remote sensing object detection suffers from severe performance degradation under cross-domain transfer, where domain gaps arise from differences in spectral response, spatial resolution, and viewing geometry. Most existing unsupervised domain-adaptive object detection (DAOD) methods pursue cross-domain invariance thro...

Tingting Qiao, He Chen, Jue Wang et al. · 0 citations

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