Bobo Xi's repositories
Hyperspectral-Classification
Hyperspectral-Classification Pytorch
BS-Nets
BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image
Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
CNN-AL-MRF
This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".
Content_Guided_CNN
Content-Guided Convolutional Neural Network for Hyperspectral Image Classification
deeplearning_cv_notes
:notebook: deepleaning notes.
deeplearningbook-chinese
Deep Learning Book Chinese Translation
Double-Branch-Dual-Attention-Mechanism-Network
This repository implementates 6 frameworks for hyperspectral image classification based on PyTorch and sklearn.
FuSENet
A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
HSI-SDeCNN
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
HybridSN
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
HyFTech-Hyperspectral-Shallow-Deep-Feature-Extraction-Toolbox
This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction
hyperspectral-autoencoders
Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.
Hyperspectral-Image-Super-Resolution-Benchmark
A list of hyperspectral image super-solution resources collected by Junjun Jiang
Hyperspectral_Classification_RMG
Matlab code for our JARS18 paper "Spectral and spatial classification of hyperspectral image based on random multi-graphs"
MDGCN
Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification
pygcn
Graph Convolutional Networks in PyTorch
S3EResBoF
A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification"
SHIP
An open package for supervised hyperspectral image classification task.
SpecPatConv3D-Network
An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"
SSAN
Spectral-Spatial Attention Network for Hyperspectral Image Classification
SSCDenseNet
A new network algorithm for HSI classification
SSFCN
Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification
SSUN
Spectral-Spatial Unified Networks for Hyperspectral Image Classification