# HyperspectralAnalysisIntroduction

**Repository Path**: woshiluowei/HyperspectralAnalysisIntroduction

## Basic Information

- **Project Name**: HyperspectralAnalysisIntroduction
- **Description**: 高光谱图像分析简介。
在2020年2月24日星期一在亚利桑那州图森举行的2020年Phenome的Phenome数字表型讲习班上介绍了此简介。作者：Alina Zare，Taylor Glenn和Susan Meerdink
简介材料放入了四个（Python 3）Jupyter笔记本中：
   HSI
    Unmixing.ipynb
    目标检测
    分类
- **Primary Language**: Python
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2023-07-03
- **Last Updated**: 2023-07-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# A (very) Brief Introduction to Hyperspectral Image Analysis
Brief Introduction to Hyperspectral Image Analysis.

This introduction was presented at the Phenome Digital Phenotyping Workshop at Phenome 2020 in Tucson, AZ on Monday, February 24, 2020. 

Authors: Alina Zare, Taylor Glenn, and Susan Meerdink

Please reference this work if any part of it is used elsewhere: 
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3688795.svg)](https://doi.org/10.5281/zenodo.3688795)

A. Zare, T. Glenn and S. Meerdink. (2020, February 26). GatorSense/HyperspectralAnalysisIntroduction v0.4 (Version v0.4). Zenodo. http://doi.org/10.5281/zenodo.3688795

The introduction material was placed into four (Python 3) Jupyter notebooks:

1. HSI Intro.ipynb
2. Unmixing.ipynb
3. Target Detection.ipynb
4. Classification.ipynb

The file requirements.txt gives all of the package dependencies for the Python environment. You should be able to install them with the command:

```
> pip install -r requirements.txt
```

We recommend using a virtual environment to install and run the python packages. Installation instructions using a virtualenv:

```
> python3 -m venv hsienv
> source hsienv/bin/activate
> pip install Cython
> pip install -r requirements.txt
```

Start jupyter:

```
> jupyter notebook
```

To exit the virtualenv when finished run:

```
> deactivate
```