HDF-Net: Hierarchical Dual-Branch Feature Extraction Fusion Network for Infrared and Visible Image Fusion

HDF-Net: Hierarchical Dual-Branch Feature Extraction Fusion Network for Infrared and Visible Image Fusion

To enhance scene perception and comprehension, infrared and visible image fusion (IVIF) integrates complementary data from two modalities. However, many existing methods fail to explicitly separate modality-specific and modality-shared features, which compromises fusion quality. To surmount this con...

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Bibliographic Details
Main Authors: Yanghang Zhu, Mingsheng Huang, Yaohua Zhu, Jingyu Jiang, Yong Zhang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Sensors
Subjects:
image fusion
feature decomposition
attention mechanism
multimodality
Online Access:https://www.mdpi.com/1424-8220/25/11/3411
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https://www.mdpi.com/1424-8220/25/11/3411

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