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Focal learning on stranger for imbalanced image segmentation

Focal learning on stranger for imbalanced image segmentation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e4ceb7351b444b86b9b2465b9a324190

Focal learning on stranger for imbalanced image segmentation

About this item

Full title

Focal learning on stranger for imbalanced image segmentation

Publisher

Wiley

Journal title

IET image processing, 2022-04, Vol.16 (5), p.1305-1323

Language

English

Formats

Publication information

Publisher

Wiley

More information

Scope and Contents

Contents

It is an open issue to train effective deep network models on class imbalance datasets. In the widely used cost‐sensitive imbalanced learning methods, the costs are based on the losses or class probabilities of samples. In this paper, it is discovered that these traditional cost‐sensitive methods discard the clustering feature, and introduce the er...

Alternative Titles

Full title

Focal learning on stranger for imbalanced image segmentation

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e4ceb7351b444b86b9b2465b9a324190

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e4ceb7351b444b86b9b2465b9a324190

Other Identifiers

ISSN

1751-9659

E-ISSN

1751-9667

DOI

10.1049/ipr2.12410

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