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Li-Xiang Xu

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Open access Sep 2026

Dual-Path Collaborative Transformer: Hybrid Attention and Stepwise Dilated Convolution for Remote Sensing Image Super-Resolution

A novel dual-path collaborative architecture, named DCTNet, which combines Transformer-based global modeling with convolution-driven local feature extraction and achieves competitive reconstruction performance across different scale factors, with statistically significant improvements observed in specific settings.

Xiang Li, Min Zhang, Yuan-Hao Jin et al. · 0 citations

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