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Bobo Xi's Projects

sacnet icon sacnet

Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification

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An open package for supervised hyperspectral image classification task.

specpatconv3d-network icon specpatconv3d-network

An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"

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Spectral-Spatial Attention Network for Hyperspectral Image Classification

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The matlab code for Set-To-Set distance based hyperspectral image classification using

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Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification

ssgan-tensorflow icon ssgan-tensorflow

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

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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".

sstn icon sstn

Implementation of SSTNs for hyperspectral image classification.

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Spectral-Spatial Unified Networks for Hyperspectral Image Classification

stanet icon stanet

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

tcsvt_2022_dgssc icon tcsvt_2022_dgssc

DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022

tgrs_2020_msc-edkelm icon tgrs_2020_msc-edkelm

Multiscale Context-aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification, TGRS, 2020.

tgrs_2021_mdn-asp icon tgrs_2021_mdn-asp

Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.

tip_2022_cmfsl icon tip_2022_cmfsl

Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022

tnnls_2022_x-gpn icon tnnls_2022_x-gpn

Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.

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