An Advanced Spectral–Spatial Classification Framework for Hyperspectral Imagery Based on DeepLab v3+

An Advanced Spectral–Spatial Classification Framework for Hyperspectral Imagery Based on DeepLab v3+

DeepLab v3+ neural network shows excellent performance in semantic segmentation. In this paper, we proposed a segmentation framework based on DeepLab v3+ neural network and applied it to the problem of hyperspectral imagery classification (HSIC). The dimensionality reduction of the hyperspectral ima...

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Bibliographic Details
Main Authors: Yifan Si, Dawei Gong, Yang Guo, Xinhua Zhu, Qiangsheng Huang, Julian Evans, Sailing He, Yaoran Sun
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
DeepLab v3+
hyperspectral imagery classification
principal component analysis
features fusion
support vector machine
Online Access:https://www.mdpi.com/2076-3417/11/12/5703

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