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