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Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification

Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2792706802

Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification

About this item

Full title

Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-03

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Deep learning models for image classification are typically trained under the "closed-world" assumption with a predefined set of image classes. However, when the models are deployed they may be faced with input images not belonging to the classes encountered during training. This type of scenario is common in remote sensing image classification whe...

Alternative Titles

Full title

Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2792706802

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2792706802

Other Identifiers

E-ISSN

2331-8422

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