CGMRF: CLIP-guide multimodal registration and fusion for a visible–infrared dual-modality imaging system

Wenqu Zhao, Lingxue Wang*, Lian Zhang, Dezhi Zheng, Yi Cai

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

In this Letter, we propose CLIP-guided multimodal registration and fusion (CGMRF), a semantic understanding-based multimodal image fusion system, for visible and infrared (IR) dual-modality imaging. CGMRF leverages semantic similarity, better aligned with human visual interpretation, to address the challenges of multimodal image registration and fusion. Experimental results across multiple metrics demonstrate the advantages of the proposed CGMRF system.

源语言英语
页(从-至)3907-3910
页数4
期刊Optics Letters
50
12
DOI
出版状态已出版 - 15 6月 2025

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