SFPFusion: An Improved Vision Transformer Combining Super Feature Attention and Wavelet-Guided Pooling for Infrared and Visible Images Fusion

SFPFusion: An Improved Vision Transformer Combining Super Feature Attention and Wavelet-Guided Pooling for Infrared and Visible Images Fusion

The infrared and visible image fusion task aims to generate a single image that preserves complementary features and reduces redundant information from different modalities. Although convolutional neural networks (CNNs) can effectively extract local features and obtain better fusion performance, the...

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Bibliographic Details
Main Authors: Hui Li, Yongbiao Xiao, Chunyang Cheng, Xiaoning Song
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
image fusion
Transformer
wavelet-guided pooling
global features
detail features
Online Access:https://www.mdpi.com/1424-8220/23/18/7870

Internet

https://www.mdpi.com/1424-8220/23/18/7870

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