Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning.
Muhammad Baraa AlmoujahedAravind Krishnaswamy RangarajanRebecca Louise WhettonVincke DamienEylenbosch DamienPhilippe VermeulenAbdul M. MouazenPublished in: Comput. Electron. Agric. (2022)
Keyphrases
- hyperspectral
- target detection
- machine learning
- spectral imagery
- hyperspectral images
- hyperspectral imaging
- remote sensing
- infrared
- multispectral
- image data
- hyperspectral imagery
- pixel classification
- hyperspectral data
- false alarms
- spatial resolution
- hyperspectral image classification
- satellite images
- detection algorithm
- spectral bands
- pattern recognition
- hyperspectral remote sensing
- detection rate
- change detection
- object detection
- feature selection
- computer vision
- information content
- active learning
- video camera
- false positives