AVHYAS: A Free and Open Source QGIS Plugin for Advanced Hyperspectral Image Analysis
Rosly Boy Lyngdoh, Anand S Sahadevan, Touseef Ahmad, Pradyuman Singh, Rathore, Manoj Mishra, Praveen Kumar Gupta, Arundhati Misra
TL;DR
AVHYAS is an open-source QGIS plugin that enables advanced hyperspectral image processing using machine learning and deep learning algorithms, supporting current and future sensors.
Contribution
It introduces a comprehensive, free, and open-source software tool integrating advanced hyperspectral analysis algorithms into QGIS.
Findings
Supports multiple hyperspectral sensors and data types
Includes atmospheric correction and processing tools
Provides machine learning and deep learning interfaces
Abstract
Advanced Hyperspectral Data Analysis Software (AVHYAS) plugin is a python3 based quantum GIS (QGIS) plugin designed to process and analyse hyperspectral (Hx) images. 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 AVIRISNG image), standard processing tools as well as powerful machine learning and Deep Learning interfaces for Hx data analysis.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.