hyperspectral
There are 121 repositories under hyperspectral topic.
spectralpython/spectral
Python module for hyperspectral image processing
syamkakarla98/Hyperspectral_Image_Analysis_Simplified
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
suvojit-0x55aa/A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
mhaut/hyperspectral_deeplearning_review
Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
usnistgov/pyMCR
pyMCR: Multivariate Curve Resolution for Python
MeiShaohui/Hyperspectral-Image-Spatial-Super-Resolution-via-3D-Full-Convolutional-Neural-Network
Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network
sjliu68/MDL4OW
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
mhaut/HSI-datasets
Hyperspectral Remote Sensing Scenes
rteammco/super-resolution
A framework for multiframe super-resolution (enhancing the quality of an image from multiple similar low-resolution images) with support for hyperspectral imaging data.
hyperspy/rosettasciio
Python library for reading and writing scientific data format
harrison-caudill/pylink
Python Link Budget Tools
felixriese/hyperspectral-soilmoisture-dataset
Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.
MeiShaohui/Sensor-Specific-Hyperspectral-Image-Feature-Learning
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
nasa-jpl/LiveViewOpenCL
Open Source real-time visualization tools for Imaging Spectrometer development
mahmad00/A-Fast-and-Compact-3-D-CNN-for-HSIC
The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and Remote Sensing Letters
opengeos/HyperCoast
A Python package for visualizing and analyzing hyperspectral data in coastal regions
Zeqiang-Lai/DPHSIR
PyTorch implementation of "Deep Plug-and-Play Prior for Hyperspectral Image Restoration" (Neurocomputing 2022)
spaceml-org/STARCOP
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:
magamig/hif-benchmarking
🌇🌆 Benchmarking of Hyperspectral Image Fusion methods 🏙🌃
zephyrhours/Hyperspectral-Anomaly-Detection-LSUNRSORAD-and-LSAD-CR-IDW-
This is the code for the paper nemed 'Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation'
PhotonicsOpenProjects/ONE-PIX
An open source Python single-pixel imaging kit for educational and research purposes.
felixriese/hyperspectral-regression
Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".
PuhongDuan/Fusion-of-Dual-Spatial-Information-for-Hyperspectral-Image-Classification
Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS
rachit-ranjan16/CrownSeg
Tree Crown Image Segmentation through Clustering with RGB, Hyperspectral and LiDAR as inputs
soypat/exif
Dead simple exchangeable image file format tools for Go optimized for large image files using lazy loading.
UBGewali/tutorial-UGM-hyperspectral
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis
GuanRX/Awesome-Hyperspectral-Image-Clustering
Collections for hyperspectral image clustering
nasa-jpl/LiveViewLegacy
Real-time tools for Imaging Spectroscopy Data
paris-saclay-cds/specio
specio: Python input/output for spectroscopic files
priyankshah7/hypers
hypers: hyperspectral data structure, data analysis and machine learning
bit-isp/HSIR
Out-of-box Hyperspectral Image Restoration Toolbox and Benchmark
mhaut/scalable_RNN_HSI
Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"
Nrevyw/awesome-hyperspectral
Awesome projects, papers, and tools for working with hyperspectral imagery
tadz-io/hydropt
HYDROPT is an open-source framework for forward and inverse modelling of multi- and hyperspectral observations from oceans, coastal and inland waters. Our framework is based on radiative transfer principles and is sensor agnostic .
CCampJr/CRIkit2
CRIKit2 is a hyperspectral imaging toolkit formerly known as the coherent Raman imaging toolkit.
zephyrhours/Hyperspectral-Anomaly-Detection-2S-GLRT
This is the code of paper named "Multipixel Anomaly Detection With Unknown Patterns for Imagery"