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Rong-Hao Yang

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Open access 2026

FGDOA-Net: A Dual-Decoder Network With Frequency-Induced Detail-Guided Difference Aggregation for Remote Sensing Change Detection

FGDOA-Net is proposed, a novel dual-decoder network that enhances detail sensitivity and difference modeling in remote sensing change detection and outperforms state-of-the-art methods in accuracy and generalization while maintaining low computational complexity.

Yun-Fan Luo, Rong-Hao Yang, Gu-Yue Hu et al. · 0 citations
2026

RSUS: A Novel Upsampling Layer for Semantic Segmentation Network of Remote Sensing Images

Semantic segmentation of remote sensing images (RSIs) often struggles with boundary blurring, structural discontinuity, and category confusion due to limitations in conventional interpolation and dynamic upsampling methods. This article proposes RSUS, a new upsampling layer designed to preserve semantic consistency and...

Yaning Liu, Ronghao Yang, Shaoda Li et al. · 0 citations

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