spectral-unmixing
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Remote Sensing Data Analysis in R 🛰
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Feb 5, 2025 - R
List of resources for mineral exploration and machine learning, generally with useful code and examples.
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Apr 29, 2025
Spectral endmembers and unmixing tools for satellite land cover mapping.
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Sep 10, 2023 - Jupyter Notebook
Processing of HSIs: spectral unmixing and classification.
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Apr 2, 2021 - Jupyter Notebook
MLNMF: Multilayer Nonnegative Matrix Factorization
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Dec 6, 2021 - MATLAB
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.
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Apr 30, 2025 - Nextflow
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.]
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Aug 24, 2017 - MATLAB
Decoding and analysis software for MRBLEs (Microspheres with Ratiometric Barcode Lanthanide Encoding).
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Dec 1, 2022 - Python
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.
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Jan 29, 2024 - MATLAB
Analysis of the reflectance spectra from paintings: classification and endmembers.
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Jul 26, 2018 - R
Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.
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Jan 4, 2024 - Jupyter Notebook
It is possible to predict the spectrum of e.g. a nucleobase in a nucleoside-nucleobase conversion.
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May 5, 2025
A high resolution tool for snow cover reconstruction studies
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Dec 10, 2024 - R
My semester project for the course 'Machine Learning and Computational Statistics' during my studies in MSc in Data Science, AUEB.
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Dec 25, 2023 - Jupyter Notebook
compare two-point UV/Vis spectroscopy read-out with spectral unmixing
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May 4, 2025
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