Autonomous Detection of Mouse-Ear Hawkweed Using Drones, Multispectral Imagery and Supervised Machine Learning.
Amarasingam NarmilanMark HamiltonJane E. KellyLihong ZhengJuan SandinoFelipe GonzalezRemy L. DehaanHillary CherryPublished in: Remote. Sens. (2023)
Keyphrases
- multispectral
- supervised machine learning
- image data
- remote sensing data
- remote sensing
- remote sensing images
- multispectral images
- hyperspectral
- satellite images
- digital elevation models
- multi band
- spatial resolution
- image analysis
- satellite imagery
- manually annotated
- active learning
- hyperspectral data
- false alarms
- change detection
- spectral bands
- land cover
- high spatial resolution
- spectral characteristics
- spectral images
- machine learning
- hyperspectral images
- man made
- high resolution
- multispectral satellite images
- land cover classification
- remotely sensed data
- visible spectrum
- image processing
- data sets
- infrared
- high quality
- computer vision
- reinforcement learning
- pattern recognition
- learning algorithm
- multispectral imaging
- information extraction