caiyuanhao1998/MST

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

Language: Python - Size: 7.57 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 706 - Forks: 79

eecn/Hyperspectral-Classification

Hyperspectral-Classification Pytorch

Language: Python - Size: 68.4 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 428 - Forks: 150

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.

Language: Jupyter Notebook - Size: 21.4 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 232 - Forks: 50

siapy/siapy-lib

🥷 A Python package for efficient processing of spectral images

Language: Python - Size: 11 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 110 - Forks: 6

manila95/BASS-Net

Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification

Language: Lua - Size: 58.6 KB - Last synced at: 5 days ago - Pushed at: over 6 years ago - Stars: 69 - Forks: 28

ziatdinovmax/GPim

Gaussian processes and Bayesian optimization for images and hyperspectral data

Language: Python - Size: 53.3 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 7

shuguang-52/2019-RemoteSens-AUSSC

Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(AUSSC)

Language: Python - Size: 2.76 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 36 - Forks: 13

xudongzhao461/Hyperspectral-Anomaly-Detection-by-Fractional-Fourier-Entropy

This demo implements FRFE-RX destriping for HSI

Language: MATLAB - Size: 2.42 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 7

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 - Size: 240 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 5

meteahishali/SRL-SOA

Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)

Language: Python - Size: 862 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 22 - Forks: 7

matciotola/hyperspectral_pansharpening_toolbox

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives

Language: Python - Size: 15.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 22 - Forks: 3

Sellifake/Hyperspectral_Image_Datasets_Collection

HSI常用数据集/高光谱图像

Size: 210 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 15 - Forks: 0

earthlab/neonhs

An R package to simplify working with NEON's hyperspectral imagery

Language: R - Size: 1.46 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 5

handsomewzy/HSI-DMGASR

This is the raw source code of the paper 'Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-Resolution Network'

Language: Python - Size: 19.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 2

JoshuaDBruton/SparseCoefficientClustering

Spectral Clustering on the Sparse Coefficients of Learned Dictionaries - Published in SIVP

Language: Python - Size: 2.09 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2

chenx2000/DWMT-main

[AAAI2024] This the implementation of Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging.

Language: Python - Size: 933 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

B-Xi/TIP_2025_HyperTaFOR

HyperTaFOR: Task-adaptive Few-shot Open-set Recognition With Spatial-spectral Selective Transformer for Hyperspectral Imagery, TIP, 2025

Language: Python - Size: 8.46 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 4 - Forks: 0

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.

Language: MATLAB - Size: 14.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 3

mahmad00/GELM-AE-AL

The following demo comes for two papers "Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification" and "Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification".

Language: MATLAB - Size: 5.24 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 3

handsomewzy/FkGANDA

This is the official source code of the paper 'Features kept generative adversarial network data augmentation strategy for hyperspectral image classification'

Language: Python - Size: 689 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

urays/WOACD

Improved Whale Optimization Algorithm for Feature Selection of Hyperspectral Image.

Language: Python - Size: 720 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

eugnsp/cnn_hsi

Convolutional neural network for hyperspectral images classification

Language: C++ - Size: 24.6 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

Oteo95/probaV-super-resolution

Project to test the capabilities of deep learning architectures for the super-resolution task using hyperspectral images published by the PROBA-V satellite [old].

Language: Python - Size: 35.2 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

ChristinaAndrinopoyloy/Clustering_on_Hyperspectral_Image

Project for "Clustering" Master course of Data Science and Information Technologies (DSIT)

Language: MATLAB - Size: 13.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Microsatellites-and-Space-Microsystems/hyperspectral-cnn-soil-estimation

A simple and light CNN-based regression model for soil parameters estimation from hyperspectral images.

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Cimy-wang/Cimy_PPtools

The python toolbox for HSI

Language: Python - Size: 48.8 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

mohammadmozafari/digital-image-processing

Exploring some techniques for processing images.

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

JunchuanYu/MFGNet_Cloud_Detection_Remote_Sensing

This is the offical implementation for our paper "An effective cloud detection method for GaoFen-5 images via deep learning"

Size: 719 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ValECN/Hyperspectral-Adaptive-Imager

Git Repository for the Hyperspectral Adaptive Imager (ImHypAd) in collaboration between two French laboratories, namely IRAP and LAAS and Airbus Space & Defense.

Language: MATLAB - Size: 46.7 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

saif8091/yield-multi

Code for table beets multistage yield prediction

Language: Python - Size: 1.01 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

IsaacVega5/InfoCubo-Functionality

Quick project to test new functionality to read index functions from text plain an use it with a Nano and Swir image at the same time.

Language: Python - Size: 91.8 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Rupesh4604/Basic_HSI_Datasets

Hyperspectral Imagery Datasets (Indiana Pines, Salinas, Pavia University, Houston datasets). after Atmospheric & geometric corrections (.mat format)

Size: 11.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

IsaacVega5/InfoCubo

Programa simple escrito en python que permite leer imágenes hiperespectrales y obtener distintos índices

Language: Python - Size: 1.04 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sampolk/DiffusionLearning

This toolbox allows the implementation of the following diffusion-based clustering algorithms on synthetic and real datasets.

Language: MATLAB - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mistiiberry-exe/hyperspectral_image_classification

Language: Jupyter Notebook - Size: 2.49 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

syed-bilal-bukhari/Semantic-Segmentation-of-Hyperspectral-Images

Devolped Semantic Segmentation model for masking of clouds from hyperspectral imaging using k-fold cross validation techniques.

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Hang-Fu/TensorSSA

Tensor Singular Spectral Analysis for 3D feature extraction in hyperspectral images, TGRS, 2023

Language: MATLAB - Size: 34.7 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

fpcorcoran/mantis

A package containing a collection of optimization routines for hyperspectral image analysis, including end member estimation and linear/bilinear spectral unmixing.

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

namratadutt/Hyperspectral-Classification

Classification of different landcover classes using Hyperspectral data.

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

domenico-rgs/LCMR

Porting an algorithm from MATLAB to C for feature extraction from hyperspectral images using local covariance matrix representation with consequent parallelization using CUDA/OpenMP.

Language: C++ - Size: 67.8 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ElsevierSoftwareX/SOFTX_2020_170 Fork of fcorra/uFTIR

An R package to read and process Agilent Cary 620 FTIR microscope images. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001321

Size: 3.35 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

thomasjo/hypernevus

Research towards detecting and classifying skin cancer using hyperspectral images

Language: Jupyter Notebook - Size: 46 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0