hsi-classification 开源项目推荐（28 个）

Candy-CY /Hyperspectral-Image-Classification-Models

一种用于包含和再现的高光谱遥感图像分类模型。

AnkurDeria /MFT

用于遥感图像分类的多模态融合 Transformer 的 PyTorch 实现。

AnkurDeria /HSI-Traditional-to-Deep-Models

高光谱图像分类的 Pytorch 和 Keras 实现——从传统模型到深度模型：未来展望综述。

ZhengJianwei2 /MCNN-based_HSI_Classification

MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Vanilla Mixed Convolutional Neural Network for Hyperspectral Image Classification With Limited Samples (Remote Sensing, 2021)

swalpa /G2C-Conv3D-HSI

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

shouhengx /MSR-3DCNN

This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And the paper has been accpeted by remote sensing.

DeepMatrixCapsules /DeepMatrixCapsules

Deep Matrix Capsules Implementation

yulong112 /CIDA

A novel class-independent domain adaptation (CIDA) algorithm for hyperspectral image zero-shot classification

Pl-2000 /PMI-CNN

Parallel Multi-Input Mechanism-Based Convolutional Neural Network

DalalAL-Alimi /ETR

该项目在 GitHub 上没有填写描述

Rojan119 /ACDFSL-Future-Wisdom

ACDFSL for Hyperspectral Image Classification

wfnian /SGT

《SGT: A Generalized Processing Model for 1-D Remote Sensing Signal Classification》

Candy-CY /Multidimensional_Information_Expansion_and_Processing_Network_for_Hyperspectral_Image_Classification

Hyperspectral Image Classification, Feature Expansion, Multi-dimensional Information Expansion and Processing Network (MIEPN)

DalalAL-Alimi /IDA

该项目在 GitHub 上没有填写描述

AhmedTrb /hyperspectral-satellite-image-classification

Hyperspectral image classification pipeline for the Indian Pines dataset, including PCA/LDA, SVM, KNN, RF, and XGBoost. Supports basic spatial post-processing with majority filter and MRF.

imambujshukla7 /HSI_Classification

Implementation of a Hybrid Hypergraph Attention Network for hyperspectral image classification. Includes data preprocessing with PCA and SLIC, scripts for data downloading, training, evaluation, and Jupyter notebooks for experimentation. Uses DL frameworks and scientific computing libraries.

Candy-CY /Random_Shuffling_Data_for_Hyperspectral_Image_Classification_with_SKDN

Random Shuffling Strategy, Siamese and Knowledge Distillation Network (SKDN), Hyperspectral Image Classification

theolepage /hsi-classification

Machine learning pipeline to classify hyperspectral images of fields.

DalalAL-Alimi /CRV

Compression and Reinforced Variation (CRV) Method

alireza13742010 /HSI-Classification

Hyperspectral Image (HSI) Recognition