Deep support vector machine for hyperspectral image classification

作者:

Highlights:

• Deep Support Vector Machine (DSVM) introduced in hyperspectral image classification.

• DSVM outperformed five other classification algorithms, including Deep Neural Network.

• DSVM is a state-of-the-art algorithm to improve hyperspectral image classification.

摘要

•Deep Support Vector Machine (DSVM) introduced in hyperspectral image classification.•DSVM outperformed five other classification algorithms, including Deep Neural Network.•DSVM is a state-of-the-art algorithm to improve hyperspectral image classification.

论文关键词:Remote sensing,Hyperspectral image,Deep support vector machine,Image classification

论文评审过程:Received 12 October 2019, Revised 16 January 2020, Accepted 21 February 2020, Available online 22 February 2020, Version of Record 28 February 2020.

论文官网地址:https://doi.org/10.1016/j.patcog.2020.107298