Pinned Repositories
ADSA-FSL
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ChatGPT-Next-Web
One-Click to deploy well-designed ChatGPT web UI on Vercel. 一键拥有你自己的 ChatGPT 网页服务。
CNN-MRF-v1
This is a modified version of the code for Hyperspectral image classification using CNN (Post-processing code is written in python).
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.
Content_Guided_CNN
Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6124-6137, Sept. 2020, doi: 10.1109/TGRS.2020.2974134.
Double-Branch-Dual-Attention-Mechanism-Network
This repository implementates 6 frameworks for hyperspectral image classification based on PyTorch and sklearn.
HSI-CNCMN
Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2022.3232532.
MDGCN
Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification
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.
SSCDenseNet
刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDenseNet:A Spectral-Spatial Convolutional Dense Network for Hyperspectral Image Classification. Acta Electronica Sinica, 2020, 48(4): 751-762.
qichaoliu's Repositories
qichaoliu/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.
qichaoliu/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.
qichaoliu/Content_Guided_CNN
Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6124-6137, Sept. 2020, doi: 10.1109/TGRS.2020.2974134.
qichaoliu/HSI-CNCMN
Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2022.3232532.
qichaoliu/SSCDenseNet
刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDenseNet:A Spectral-Spatial Convolutional Dense Network for Hyperspectral Image Classification. Acta Electronica Sinica, 2020, 48(4): 751-762.
qichaoliu/Double-Branch-Dual-Attention-Mechanism-Network
This repository implementates 6 frameworks for hyperspectral image classification based on PyTorch and sklearn.
qichaoliu/MDGCN
Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification
qichaoliu/ADSA-FSL
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qichaoliu/ChatGPT-Next-Web
One-Click to deploy well-designed ChatGPT web UI on Vercel. 一键拥有你自己的 ChatGPT 网页服务。
qichaoliu/CNN-MRF-v1
This is a modified version of the code for Hyperspectral image classification using CNN (Post-processing code is written in python).
qichaoliu/ERS-EntropyRateSuperpixel
qichaoliu/FDSSC
A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Accepted by Remote Sensing)
qichaoliu/find_peaks-CPP
Translate 'scipy.signal.find_peaks' into C++
qichaoliu/gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
qichaoliu/Group-Aware-Hierarchical-Transformer
Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer
qichaoliu/HEU_KMS_Activator
qichaoliu/HSI_SSFTT
L. Sun, G. Zhao, Y. Zheng, and Z. Wu, "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," IEEE TGRS, 2022.
qichaoliu/HybridSN
A keras based implementation of Hybrid-Spectral-Net as in our paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
qichaoliu/MUUFLGulfport
MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description of Data
qichaoliu/qt_mysql_driver
Typical symptom: QMYSQL driver not loaded -> get pre-built Qt SQL driver plug-in required to establish a connection to MySQL / MariaDB using Qt. Download qsqlmysql.dll binaries built from official Qt source code
qichaoliu/rsProcess
遥感处理的版本1.0版本的版本控制
qichaoliu/SSAN
Spectral-Spatial Attention Network for Hyperspectral Image Classification
qichaoliu/ssn_superpixels
Superpixel Sampling Networks (ECCV2018)
qichaoliu/SSRN
This is a tensorflow and keras based implementation of SSRNs in the TGRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
qichaoliu/UAVProduct
处理无人机影像的代码，使用了OpenMVG，openMVS以及GDAL库等，实现影像几何校正，影像拼接，点云生成等功能