HSI-PP
Ahmed Islam ElManawy
Overview
| Measured variables | Hyperspectral images |
|---|---|
| Operating system | Windows |
| Licence | Open source |
| Automation level | Semi-automated |
| Plant requirements | Any |
| Export formats | exe |
| Other information |
Scientific article(s)
HSI-PP: A flexible open-source software for hyperspectral imaging-based plant phenotypingAhmed Islam ElManawy,Dawei Sun,Alwaseela Abdalla,Yueming Zhu,Haiyan CenComputers and Electronics in Agriculture, 2022 View paper
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Description
HSI-PP is a stand-alone, automated, and open-source hyperspectral image processing platform adapted to various applications in plant phenotyping to serve the plant research community. HSI-PP integrates advanced image processing procedures and can extract meaningful information from different kinds of hyperspectral images and, therefore, improves the decision-making process. In addition, HSI-PP is able to prepare the hyperspectral images for deep-learning analysis and train the machine learning model for classification and regression. Hyperspectral analysis from preprocessing to post-processing can be done without any programming knowledge.