A Spectral Feature Based Convolutional Neural Network for Classification of Sea Surface Oil Spill
A Spectral Feature Based Convolutional Neural Network for Classification of Sea Surface Oil Spill
About this item
Full title
Author / Creator
Liu, Bingxin , Li, Ying , Li, Guannan and Liu, Anling
Publisher
Basel: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Basel: MDPI AG
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More information
Scope and Contents
Contents
Spectral characteristics play an important role in the classification of oil film, but the presence of too many bands can lead to information redundancy and reduced classification accuracy. In this study, a classification model that combines spectral indices-based band selection (SIs) and one-dimensional convolutional neural networks was proposed t...
Alternative Titles
Full title
A Spectral Feature Based Convolutional Neural Network for Classification of Sea Surface Oil Spill
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_2e0986d5b8e14b2697cbf460fec0b025
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2e0986d5b8e14b2697cbf460fec0b025
Other Identifiers
ISSN
2220-9964
E-ISSN
2220-9964
DOI
10.3390/ijgi8040160
