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

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-dimens...

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Bibliographic Details
Main Authors: Bingxin Liu, Ying Li, Guannan Li, Anling Liu
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Convolutional Neural networks (CNN)
band selection
oil film
classification
Online Access:https://www.mdpi.com/2220-9964/8/4/160

Internet

https://www.mdpi.com/2220-9964/8/4/160

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