b-xi Goto Github PK

3d-convsst

3d-densenet-for-hsi

paper：Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification

3d-hypergamo

Keras implementation of Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification

3dcae-hyperspectral-classification

Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification

a-fast-3d-cnn-for-hsic

a-spn

the official implementation of paper Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification (A-SPN).

a2s2k-resnet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

advanced-machine-learning-with-python

Code repository for Advanced Machine Learning with Python, published by Packt

arc

assmn

The code implementation of our paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification" (IEEE TGRS, 2020).

attention-based-bidirectional-lstm-network

auto-cnn-hsi-classification

Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-remote-sensing-change-detection

List of datasets, codes, papers, and contests related to remote sensing change detection

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

b-xi.github.io

My homepage: https://b-xi.github.io/

bams-fe

The feature extraction code of "BAMS-FE: Band-by-Band Adaptive Multiscale Superpixel Feature Extraction for Hyperspectral Image Classification", which was publiced in TGRS in 2023

band-subset-based-clustering-fusion-for-hyperspectral-imagery-classification

It is the code for paper "Yong-Qiang Zhao ; Lei Zhang ; Seong G. Kong. Band Subset Based Clustering Fusion for Hyperspectral Imagery Classification, IEEE Transactions on Geoscience and Remote Sensing ( Volume: 49, Issue: 2, Feb. 2011 )"

bs-nets

BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

classification-of-hyperspectral-image

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

clustercnn

cnn-al-mrf

This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".

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.

cnn_hsic_mrf

This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification

content_guided_cnn

Content-Guided Convolutional Neural Network for Hyperspectral Image Classification

conv-caps-hsi-classification

Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"

conventional-to-transformer-for-hyperspectral-image-classification-survey-2024

cross-domain-cnn

Cross Domain CNN for Hyperspectral Image Classification

csff