An Application of Hyperspectral Image Clustering Based on Texture-Aware Superpixel Technique in Deep Sea

An Application of Hyperspectral Image Clustering Based on Texture-Aware Superpixel Technique in Deep Sea

This paper aims to study the application of hyperspectral technology in the classification of deep-sea manganese nodules. Considering the spectral spatial variation of hyperspectral images, the difficulty of label acquisition, and the inability to guarantee stable illumination in deep-sea environmen...

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Bibliographic Details
Main Authors: Panjian Ye, Chenhua Han, Qizhong Zhang, Farong Gao, Zhangyi Yang, Guanghai Wu
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
image classification
manganese nodules
hyperspectral imagery
superpixels
uniform local binary pattern
fuzzy clustering
Online Access:https://www.mdpi.com/2072-4292/14/19/5047

Internet

https://www.mdpi.com/2072-4292/14/19/5047

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