Enhancing fusarium head blight detection in wheat crops using hyperspectral indices and machine learning classifiers.
Ghulam MustafaHengbiao ZhengImran Haider KhanJie ZhuTao YangAiguo WangBowen XueCan HeHaiyan JiaGuoqiang LiTao ChengWeixing CaoYan ZhuXia YaoPublished in: Comput. Electron. Agric. (2024)
Keyphrases
- hyperspectral
- target detection
- hyperspectral image classification
- machine learning
- spectral imagery
- remote sensing
- hyperspectral images
- infrared
- hyperspectral imaging
- multispectral
- decision trees
- hyperspectral imagery
- image data
- hyperspectral data
- spatial resolution
- feature selection
- supervised classification
- information content
- pixel classification
- false alarms
- hyperspectral remote sensing
- satellite images
- learning algorithm
- spectral bands
- change detection
- detection method
- training data
- text classification
- object detection
- spectral data
- training set
- false positives
- image processing
- active learning
- detection algorithm
- support vector
- naive bayes
- computer vision
- pattern recognition
- support vector machine
- high quality
- feature extraction