27 results for “topic:hyperspectral-data”
Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~
pyMCR: Multivariate Curve Resolution for Python
Awesome projects, papers, and tools for working with hyperspectral imagery
1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data
Open Source real-time visualization tools for Imaging Spectrometer development
Awesome datasets for hyperspectral imaging research.
Real-time tools for Imaging Spectroscopy Data
hypers: hyperspectral data structure, data analysis and machine learning
An opensource viewer for hyperspectral core scanning data
Simple GUI to load, preview, perform PCA and save spectral data from Hyperspectral images
An R package to read and process Agilent Cary 620 FTIR microscope images
The hsdatasets package provides pytorch-DataSet wrappers for the most common hyperspectral data sets with pixel-precise ground-truth annotations.
Analyse hyperspectral data from SPECIM devices
Evaluation of machine learning algorithms on hyperspectral images of forests.
Spectra data handling in Python
Pixelwise classification with Keras - Hyperspectral Imaging - Indian Pines Dataset
Export Rdata-File of the LUCAS Topsoil Database 2009 to CSV files.
Evaluated the performance of 3 billion+ band combinations of 9 vegetation index types by conducting regression analysis to determine the optimal chlorophyll index for chlorophyll content estimation.
Minimal Atmospheric Compensation for Hyperspectral Imagers.
Source code for the paper titled "Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior"
source code for paper titled "Subspace-based Preprocessing Module for Fast Hyperspectral Endmember Selection"
Part of my data processing and analysis PhD work on thin liquid films dynamics, their thickness being measured with a hyperspectral camera (publication on GitHub in progress)
Classification of different landcover classes using Hyperspectral data.
Workbench for BIODIV collaborators
Code for SPPF
Hyperspectral Imagery Datasets (Indiana Pines, Salinas, Pavia University, Houston datasets). after Atmospheric & geometric corrections (.mat format)
This repository is the official code for the paper "Superpixel-based plastic litter detection in UAV hyperspectral imaging using spectral-textural features" by G. Settembre, G. Gargano and N. Del Buono. (KES 2025)