Determining the Spectral Requirements for Cyanobacteria Detection for the CyanoSat Hyperspectral Imager with Machine Learning.
Mark William MatthewsJeremy KravitzJoshua PeaseStephen GensemerPublished in: Sensors (2023)
Keyphrases
- hyperspectral
- target detection
- spectral imagery
- machine learning
- remote sensing
- infrared
- hyperspectral images
- multispectral
- hyperspectral imagery
- hyperspectral data
- hyperspectral imaging
- spectral bands
- image data
- hyperspectral remote sensing
- hyperspectral image classification
- spectral data
- pixel classification
- change detection
- spatial resolution
- information content
- remote sensing imagery
- spectral resolution
- band selection
- detection algorithm
- satellite images
- detection method
- multi band
- image processing
- false positives
- remote sensing images
- false alarms
- computer vision
- reflectance spectra
- learning algorithm
- detection rate
- active learning
- image analysis
- land cover classification
- high quality
- pattern recognition
- feature extraction
- spectral signatures
- object detection
- dimensionality reduction