Ablation experiments with cross-attention legend:

Ablation experiments with cross-attention legend:

<p>(a) standard 3×3 convolutions for both branches (b) channel attention for both branches (c) multi-head attention for both branches.</p>

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Bibliographic Details
Main Author:	Xicheng Sun (2104468) (author)
Other Authors:	Fu Lv (17708560) (author), Yongan Feng (7345193) (author), Xu Zhang (49484) (author)
Published:	2025
Subjects:	Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified reducing network parameters objective evaluation results model parameters — minimizing computational complexity experimental results demonstrate dimensional fusion branch depthwise separable convolutions proposed method outperforms proposed method introduces incorporating group convolution detailed texture information level attention module demonstrates good performance attention fusion module branch feature interaction scale group convolution div >< p scale information interaction shared information proposed algorithm gs convolution superior performance local attention attention mechanism scale infrared tested extensively shared features seven others public datasets paper proposes multimodal images integrating edge high number dataset confirm
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