hyperspectral-images 开源项目推荐（53 个）

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.

eecn /Hyperspectral-Classification

高光谱分类 PyTorch

syamkakarla98 /Hyperspectral_Image_Analysis_Simplified

该仓库包含在高光谱和卫星影像上实现分类和聚类等不同机器学习技术的代码。

siapy /siapy-lib

🥷 A Python package for efficient processing of spectral images

Sellifake /Hyperspectral_Image_Datasets_Collection

HSI常用数据集/高光谱图像

manila95 /BASS-Net

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

ziatdinovmax /GPim

Gaussian processes and Bayesian optimization for images and hyperspectral data

matciotola /hyperspectral_pansharpening_toolbox

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives

shuguang-52 /2019-RemoteSens-AUSSC

Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)

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

This demo implements FRFE-RX destriping for HSI

YuxiangZhang-BIT /SpectralX

SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models, ISPRS, 2026.

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

meteahishali /SRL-SOA

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

handsomewzy /HSI-DMGASR

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

EnayatAria /ICA-based-band-selection-HSI

Independent component analysis for dimensionality reduction of hyperspectral images

earthlab /neonhs

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

LiangMiaomiao /MS-RCAE-for-HSIC

A superpixel-based relational auto-encoder for feature extraction of hyperspectral images

diegovalsesia /linerwkv

LineRWKV predictive compression of hyperspectral images

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

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

chenx2000 /DWMT-main

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