Name: Bobo Xi
Type: User
Company: Xidian University
Bio: I'm currently a Lecturer with the School of Communication Engineering, Xidian University, where I am now focusing on HSI processing and deep learning.
Location: School of Telecommunications Engineering, Xidian University, Xi’an 710071, China 2 South Taibai Road
Blog: https://b-xi.github.io/
Bobo Xi's Projects
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification
Resources for deep learning with satellite & aerial imagery
An open package for supervised hyperspectral image classification task.
An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"
Spectral-Spatial Attention Network for Hyperspectral Image Classification
A new network algorithm for HSI classification
The matlab code for Set-To-Set distance based hyperspectral image classification using
Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
Code for a paper accepted by TGRS
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
Implementation of SSTNs for hyperspectral image classification.
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Superpixel segmentation using SLIC with Python.
Web UI for labelling dataset for supervised learning.
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022
Multiscale Context-aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification, TGRS, 2020.
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.
Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022
Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.
Everything about Transfer Learning and Domain Adaptation--迁移学习