spectral-unmixing 开源项目推荐（29 个）

RichardScottOZ /mineral-exploration-machine-learning

矿产勘探和机器学习资源列表，通常包含有用的代码和示例。

bleutner /RStoolbox

Remote Sensing Data Analysis in R 🛰

earth-chris /earthlib-legacy

Spectral endmembers and unmixing tools for satellite land cover mapping.

ilias-ant /hyperspectral-images

Processing of HSIs: spectral unmixing and classification.

Factral /UnMix-NeRF

[ICCV 2025] UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields

roozbehrajabi /mlnmf

MLNMF: Multilayer Nonnegative Matrix Factorization

nf-core /rangeland

Pipeline for remotely sensed imagery. The pipeline processes satellite imagery alongside auxiliary data in multiple steps to arrive at a set of trend files related to land-cover changes.

sampolk /D-VIC

This toolbox allows the implementation of the Diffusion and Volume maximization-based Image Clustering algorithm for unsupervised hyperspectral image clustering. See "README.md" for more information. Copyright: Sam L. Polk, 2023.

Reza219 /Spectral-unmixing-with-perturbed-endmembers

Data and MATLAB code for the simulations of [R. Arablouei, “Spectral unmixing with perturbed endmembers,” submitted to the IEEE Transactions on Geoscience and Remote Sensing, 2017.]

robert-mcdermott /cytoweave

Free, open-source flow cytometry analysis workbench for conventional, spectral and mass cytometry. Gating, compensation, spectral unmixing, QC, clustering/UMAP, statistics and publication figures. Runs locally, your data never leaves your machine. Includes MCP server for AI agents, and Python and R API clients.

FordyceLab /MRBLEs

Decoding and analysis software for MRBLEs (Microspheres with Ratiometric Barcode Lanthanide Encoding).

demosense /archeospec

Analysis of the reflectance spectra from paintings: classification and endmembers.

RueMGross /flowstate

Free flow cytometry analysis in the browser: gating, statistics, compensation, spectral unmixing, EV sizing (Mie) and MESF calibration, FlowJo import, publication figures. No install, no upload.

JVLegend /HyperMix

Open detection of engineered biosignatures in remote hyperspectral imagery. Funded by the Hyperspectral Biology grant (Experiment Foundation). MIT.

FabrizioMusacchio /Spectral_Unmixing

A Python package for spectral bleed-through correction in microscopy image stacks

amersaidi2002-byte /hyperspectral-unmixing

Hyperspectral unmixing with SPA + FCLS, Simplex NMF and Spatial NMF. Includes 112 measured fits, spectral and abundance metrics, reproducible experiments and an interactive pixel inspector.

MohamedNassih /Semi-supervised-spectral-unmixing-for-the-DLR-HySpex-dataset

Plate-forme Python modulaire pour l’analyse et le démélange spectral semi-supervisé d’images hyperspectrales HySpex (jeu de données DLR HySU). Elle combine : un pipeline NMF pour extraire endmembers + abondances ; un VAE convolutionnel semi-supervisé pour la classification de patchs ; des outils de pré-traitement et visualisation (RMSE, SAD, SID

dimits-ts /hyperspectral-imaging

Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.

LovelaceSquare /pure

Legacy weighted SIMPLISMA (pure) for selecting pure variables in multivariate datasets.

roberts-farm-of-ideas /10

compare two-point UV/Vis spectroscopy read-out with spectral unmixing