Infrared and Visible Image Fusion with Overlapped Window Transformer

An overlap window-based transformer is proposed for infrared and visible image fusion. A multi-head self-attention mechanism based on overlapping windows is designed. By introducing overlapping regions between windows, local features can interact across different windows, avoiding the discontinuity...

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Bibliographic Details
Published inJournal of advanced computational intelligence and intelligent informatics Vol. 29; no. 4; pp. 838 - 846
Main Authors Liu, Xingwang, Mersha, Bemnet Wondimagegnehu, Hirota, Kaoru, Dai, Yaping
Format Journal Article
LanguageEnglish
Published Tokyo Fuji Technology Press Co. Ltd 20.07.2025
Subjects
Computer vision
Design
Infrared imagery
Methods
Radiation
Semantics
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