Bobo Xi's repositories
HyperspectralClassification
This repository contains a suite of software and a web application that can be used to manually label unlabeled hyperspectral images and classify the dataset using a capsule network based architecture
Spa-Spe-TR
[GRSL 2022] Official implementation of "Two-Branch Pure Transformer for Hyperspectral Image Classification".
TGRS_2021_MDN-ASP
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.
TIP_2022_CMFSL
Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
IGARSS_2021_SSGPN
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification, IGARSS, 2021.
TGRS_2020_MSC-EDKELM
Multiscale Context-aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification, TGRS, 2020.
JSTARS_2020_DPN-HRA
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020
JSTARS_2021_SGML
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification, JSTARS, 2021
TNNLS_2022_X-GPN
Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.
CNN_Enhanced_GCN
Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3037361.
RSSGL
RSSGL: Statistical Loss Regularized 3D ConvLSTM for Hyperspectral Image Classification
HSI_SSFTT
L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE TGRS, 2022.
HSI-Traditional-to-Deep-Models
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
OBBDetection
OBBDetection is an oriented object detection library, which is based on MMdetection.
ICCV2021-Papers-with-Code
ICCV 2021 论文和开源项目合集
SACNet
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification
SSTN
Implementation of SSTNs for hyperspectral image classification.
MTGAN
Classification of Hyperspectral Images via Multitask Generative Adversarial Networks
MSSG-UNet
Q. Liu, L. Xiao, J. Yang and Z. Wei, "Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2021.3112586.
expert_readed_books
2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍
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 (Submitted)
HFSL
Heterogeneous Few-shot Learning for Hyperspectral Image Classification
hypelcnn
A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data
DeepHyperX
Deep learning toolbox based on PyTorch for hyperspectral data classification.
SSL-for-HSI-classification
Code for a paper accepted by TGRS