🥷 A Python package for efficient processing of spectral images

semillero computer vision

[ECCV'24 - Best Paper Award Candidate & Oral] Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.

ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography

This repository is the official PyTorch implementation of "Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images" (TCI 2021)

This is a repository for georeferencing of pushbroom hyperspectral imagery and includes ray-intersection, orthorectification and a coregistration module (at dev stage).

JR2net: A Joint Representation and Recovery Network for Compressive Spectral Imaging

Neural network -based thermal excess correction for resolved asteroid spectral radiances in near-infrared

JR2net: A Joint Representation and Recovery Network for Compressive Spectral Imaging

Deep Low-Dimensional Spectral Image Representation For Compressive Spectral Reconstruction

A Spectral Ray tracer in Haskell

Code for applying hyperspectral data reduction in deep learning

PoliBrush is a freely distributed software designed for teaching exploratory multivariate analysis in the frame of color RGB and spectral imaging. PoliBrush implements principal component analysis (PCA) as its core method. A detailed user guide is provided in the following tutorial paper: https://doi.org/10.1016/j.chemolab.2023.104918

Simple viewer for spectral images supporting customizable image filtering pipelines

Distributed multicomponent lineshape fitting routines and benchmarks for multidimensional spectroscopy and spectral imaging

Enhancing Water-Deficient Potato Plant Identification: Assessing Realistic Performance of Attention-Based Deep Neural Networks and Hyperspectral Imaging for Agricultural Applications

Presentation slides for an introduction on technical imaging of cultural heritage objects

Field-Scale UAV-Based Multispectral Phenomics: Leveraging Machine Learning, Explainable AI, and Hybrid Feature Engi-neering for Enhancements in potato phenotyping

Design and capture compressive measurements with those compressive measurements classification in performed.

Moon on a Stick Tools (commandline scientific astrophotography, done easily and correctly)