FusionMamba: dynamic feature enhancement for multimodal image fusion with Mamba

Abstract Multimodal image fusion aims to integrate information from different imaging techniques to produce a comprehensive, detail-rich single image for downstream vision tasks. Existing methods based on local convolutional neural networks (CNNs) struggle to capture global features efficiently, whi...

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Bibliographic Details
Main Authors: Xinyu Xie, Yawen Cui, Tao Tan, Xubin Zheng, Zitong Yu
Format: Article
Language:English
Published: Springer 2024-12-01
Series:Visual Intelligence
Subjects:
Online Access:https://doi.org/10.1007/s44267-024-00072-9
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