CSR-Net: Camera Spectral Response Network for Dimensionality Reduction and Classification in Hyperspectral Imagery

CSR-Net: Camera Spectral Response Network for Dimensionality Reduction and Classification in Hyperspectral Imagery

Hyperspectral image (HSI) classification has become one of the most significant tasks in the field of hyperspectral analysis. However, classifying each pixel in HSI accurately is challenging due to the <i>curse of dimensionality</i> and limited training samples. In this paper, we present...

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Bibliographic Details
Main Authors: Yunhao Zou, Ying Fu, Yinqiang Zheng, Wei Li
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Remote Sensing
Subjects:
hyperspectral image (HSI) classification, convolutional neural networks (CNN), camera spectral response (CSR) function optimization, dimensionality reduction, feature extraction
Online Access:https://www.mdpi.com/2072-4292/12/20/3294

Internet

https://www.mdpi.com/2072-4292/12/20/3294

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