AStupidLight / Hyperspectral-Image-Classification
高光谱图像分类基础，包含代码、数据集、分类结果矩阵、颜色映射矩阵与可视化结果图。代码中使用了六个分类器，分别是KNN、SVM、RF、1DCNN、基于lenet的2DCNN、HybridSN
☆11Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for Hyperspectral-Image-Classification
- 高光谱图像计算机视觉分类图像预处理工具集，包含去除图片无关背景，数据增强，生成标签文件等功能☆11Updated last year
- Hyperspectral Remote Sensing Scenes☆55Updated 3 years ago
- paper:Spectral–Spatial Unified Networks for Hyperspectral Image Classification☆12Updated 2 years ago
- 高光谱遥感影像识别与分类,HSI_SVM,Indian Pines☆39Updated 5 years ago
- Classification for hyperspectral imagery☆125Updated last year
- ☆31Updated last year
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆37Updated 3 years ago
- 使用深度学习方法实现小样本条件下的高光谱图像分类☆70Updated last year
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆36Updated last year
- Code for the experiments on the Samson Dataset as presented in the paper: Hyperspectral Unmixing Using a Neural Network Autoencoder (Pals…☆39Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆20Updated last year
- 将各个高光谱图像分类文献（2016-2019，TGRS、JSTARS、GRSL、RS、ISPRS、IJRS、JARS）结果按照同条件进行比较，并进行了总体的评分☆10Updated 5 years ago
- ☆38Updated last year
- 高光谱图像分类☆22Updated 5 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆44Updated last year
- Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of cur…☆95Updated 4 months ago
- ☆42Updated 5 years ago
- Developing a classification algorithm for (HSI) Hyper-spectral image datasets.☆17Updated 4 years ago
- Hyperspectral Image (HSI) classification with matlab☆17Updated 6 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆14Updated 2 years ago
- 高光谱图像分析☆28Updated 3 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆94Updated 2 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆56Updated 2 years ago
- Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson. Feature Extraction for …☆17Updated 3 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- Hyperspectral CNN compression and band selection☆33Updated 4 years ago
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆44Updated last year