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Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cbd44f27c47d4139b42105b1d087189c

Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

About this item

Full title

Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

Publisher

Cham: Springer International Publishing

Journal title

Complex & Intelligent Systems, 2025-01, Vol.11 (1), p.36-15, Article 36

Language

English

Formats

Publication information

Publisher

Cham: Springer International Publishing

More information

Scope and Contents

Contents

Recently, a number of vision transformer models for semantic segmentation have been proposed, with the majority of these achieving impressive results. However, they lack the ability to exploit the intrinsic position and channel features of the image and are less capable of multi-scale feature fusion. This paper presents a semantic segmentation meth...

Alternative Titles

Full title

Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_cbd44f27c47d4139b42105b1d087189c

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cbd44f27c47d4139b42105b1d087189c

Other Identifiers

ISSN

2199-4536

E-ISSN

2198-6053

DOI

10.1007/s40747-024-01650-6

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