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Semantic segmentation feature fusion network based on transformer

Abstract Convolutional neural networks have demonstrated efficacy in acquiring local features and spatial details; however, they struggle to obtain global information, which could potentially compromise the segmentation of important regions of an image. Transformer can increase the expressiveness of...

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Bibliografiske detaljer
Principais autores: Tianping Li, Zhaotong Cui, Hua Zhang
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-02-01
Serier:Scientific Reports
Fag:
Online adgang:https://doi.org/10.1038/s41598-025-90518-x
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