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Author

Zengxi Zhang

Dalian University of Technology

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Book Open access Nov 2026

Learning Robust 3D Gaussian Representations via Discrepancy-Aware Infrared and Visible Modality Fusion

Infrared and visible image fusion (IVIF) combines robust infrared sensing with the rich structural details of visible imagery. Existing IVIF methods are predominantly developed in 2D image space, limiting them to fixed viewpoints and hindering explicit modeling of modality discrepancies at the scene level. Although rec...

Guan-Yao Wu, Hao-Ze Song, Zengxi Zhang et al. · 0 citations
Aug 2026

Universal Representation for Real-World Misaligned Infrared-Visible Image Fusion.

Infrared and visible image fusion is pivotal for robust visual perception across all weather conditions and scenes. Although deep learning-based methods have made notable progress, most either assume pre-aligned inputs or rely on implicit feature-space alignment, which fails to fundamentally address the amplification o...

Jin-Yuan Liu, Zengxi Zhang, Jiahao Zhang et al. · 1 citation

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