hyperspectral
There are 9 repositories under hyperspectral topic.
spectralpython / spectral
Python module for hyperspectral image processing
Language:Python 641syamkakarla98 / Hyperspectral_Image_Analysis_Simplified
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Language:Jupyter Notebook 242opengeos / HyperCoast
A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments
Language:Python 221suvojit-0x55aa / A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Language:Python 206mhaut / hyperspectral_deeplearning_review
Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
Language:Python 205- Language:Python 90
hyperspy / rosettasciio
Python library for reading and writing scientific data format
Language:Python 64spaceml-org / STARCOP
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:
Language:Jupyter Notebook 63MeiShaohui / Hyperspectral-Image-Spatial-Super-Resolution-via-3D-Full-Convolutional-Neural-Network
Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network
Language:Python 59- Language:Python 58
- awesome-hyperspectral
Nrevyw / awesome-hyperspectral
Awesome projects, papers, and tools for working with hyperspectral imagery
GuanRX / Awesome-Hyperspectral-Image-Clustering
Collections for hyperspectral image clustering
skrisliu / 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.
Language:Python 56magamig / hif-benchmarking
🌇🌆 Benchmarking of Hyperspectral Image Fusion methods 🏙🌃
Language:MATLAB 51felixriese / hyperspectral-soilmoisture-dataset
Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.
Language:Jupyter Notebook 49rteammco / 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.
Language:C++ 48- Language:Python 42
- ONE-PIX
PhotonicsOpenProjects / ONE-PIX
An open source Python single-pixel imaging kit for educational and research purposes.
Language:Python 41 Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
Language:Python 39mahmad00 / 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
Language:Jupyter Notebook 38nasa-jpl / LiveViewOpenCL
Open Source real-time visualization tools for Imaging Spectrometer development
Language:C++ 38Zeqiang-Lai / DPHSIR
PyTorch implementation of "Deep Plug-and-Play Prior for Hyperspectral Image Restoration" (Neurocomputing 2022)
Language:Python 35- Language:Python 32
PuhongDuan / Fusion-of-Dual-Spatial-Information-for-Hyperspectral-Image-Classification
Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS
Language:MATLAB 32zephyrhours / 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'
Language:MATLAB 31Real-time tools for Imaging Spectroscopy Data
Language:C++ 29Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".
Language:Jupyter Notebook 27- DACN
laugh12321 / DACN
Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混
Language:Python 26 rachit-ranjan16 / CrownSeg
Tree Crown Image Segmentation through Clustering with RGB, Hyperspectral and LiDAR as inputs
Language:Python 25csiro-robotics / FactoFormer
[IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pre-Training”, Accepted to IEEE Transactions on Geoscience and Remote Sensing, December 2023.
Language:Python 22soypat / exif
Dead simple exchangeable image file format tools for Go optimized for large image files using lazy loading.
Language:Go 22tadz-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 .
Language:Python 22033labcodes / awesome-hyperspectral-datasets
Awesome datasets for hyperspectral imaging research.
priyankshah7 / hypers
hypers: hyperspectral data structure, data analysis and machine learning
Language:Python 21UBGewali / tutorial-UGM-hyperspectral
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis
Language:MATLAB 21paris-saclay-cds / specio
specio: Python input/output for spectroscopic files
Language:Python 20
