An Investigation Into Machine Learning Regression Techniques for the Leaf Rust Disease Detection Using Hyperspectral Measurement.
Davoud AshourlooHossein AghighiAli Akbar MatkanMohammad Reza MobasheriAmir Moeini RadPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2016)
Keyphrases
- hyperspectral
- target detection
- machine learning
- spectral imagery
- remote sensing
- hyperspectral images
- hyperspectral imaging
- multispectral
- infrared
- image data
- hyperspectral imagery
- change detection
- hyperspectral data
- model selection
- hyperspectral remote sensing
- hyperspectral image classification
- spatial resolution
- spectral bands
- information content
- feature selection
- detection algorithm
- false positives
- satellite images
- detection method
- pixel classification
- remote sensing images
- decision trees
- false alarms
- active learning
- multi band
- detection rate
- computer vision
- learning algorithm
- image analysis
- image processing
- information extraction
- object detection
- natural language processing