AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data.
Claudius ZelenkaAndreas LohrerMirjam BayerPeer KrögerPublished in: ICIP (2022)
Keyphrases
- parameter estimation
- hyperspectral
- image data
- infrared
- multispectral
- hyperspectral images
- maximum likelihood
- remote sensing
- model selection
- hyperspectral data
- markov random field
- hyperspectral imagery
- least squares
- hyperspectral image classification
- em algorithm
- parameter estimation algorithm
- spectral bands
- model fitting
- hyperspectral remote sensing
- hyperspectral imaging
- target detection
- spatial resolution
- remote sensing images
- expectation maximization
- image quality
- satellite images
- spectral signatures
- multi sensor
- synthetic aperture radar
- machine learning
- information content
- knowledge representation
- pattern recognition
- parameter estimates
- spectral data
- image analysis