Multi-Focus Microscopy Image Fusion Based on Swin Transformer Architecture

In this study, we introduce the U-Swin fusion model, an effective and efficient transformer-based architecture designed for the fusion of multi-focus microscope images. We utilized the Swin-Transformer with shifted window and path merging as the encoder for extracted hierarchical context features. A...

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Bibliographic Details
Main Authors: Han Hank Xia, Hao Gao, Hang Shao, Kun Gao, Wei Liu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/23/12798