AVHYAS: A Free and Open Source QGIS Plugin for Advanced Hyperspectral Image Analysis

2021 International Conference on Emerging Techniques in Computational Intelligence (ICETCI) Pub Date : 2021-06-24 DOI:10.1109/ICETCI51973.2021.9574057

R. Lyngdoh, Anand S. Sahadevan, Touseef Ahmad, P. Rathore, Manoj K. Mishra, P. Gupta, A. Misra

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引用次数: 8

Abstract

Advanced Hyperspectral Data Analysis Software (AVHYAS) plugin is a Python-3 based Quantum-GIS (QGIS) plugin designed to process and analyse hyperspectral (Hx) images. Starting with version 1.0, AVHYAS serves as a free and open-source platform for sharing and distributing Hx data analysis methods among research scholars, scientists and potential end-users. It is developed to guarantee full usage of present and future Hx airborne or spaceborne sensors and provides access to advanced algorithms for Hx data processing. The software is freely available and offers a range of basic and advanced tools such as atmospheric correction (for airborne AVIRIS-NG image), standard processing tools as well as powerful machine learning and Deep Learning interfaces for Hx data analysis. This paper gives an overview of the AVHYAS plugin, explains typical workflows and use cases for making it a constantly used platform for hyperspectral remote sensing applications.

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AVHYAS:一个免费和开源的QGIS插件，用于高级高光谱图像分析

高级高光谱数据分析软件(AVHYAS)插件是一个基于Python-3的量子gis (QGIS)插件，用于处理和分析高光谱(Hx)图像。从1.0版本开始，AVHYAS作为一个免费的开源平台，在研究学者、科学家和潜在的最终用户之间共享和分发Hx数据分析方法。它的开发是为了保证当前和未来Hx机载或星载传感器的充分利用，并为Hx数据处理提供先进的算法。该软件免费提供，并提供一系列基本和高级工具，如大气校正(用于机载AVIRIS-NG图像)，标准处理工具以及用于Hx数据分析的强大机器学习和深度学习接口。本文概述了AVHYAS插件，解释了典型的工作流程和用例，使其成为高光谱遥感应用的持续使用平台。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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2021 International Conference on Emerging Techniques in Computational Intelligence (ICETCI)

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