Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery.
Md Abul Ehsan BhuiyanChandi WitharanaAnna K. LiljedahlBenjamin M. JonesRonald DaanenHoward E. EpsteinKelcy KentClaire G. GriffinAmber AgnewPublished in: J. Imaging (2020)
Keyphrases
- multispectral
- satellite images
- remote sensing
- satellite imagery
- spectral bands
- multispectral images
- high resolution
- image data
- spatial resolution
- high spatial resolution
- hyperspectral imagery
- satellite data
- change detection
- deep learning
- hyperspectral
- remote sensing images
- image analysis
- hyperspectral images
- urban areas
- unsupervised learning
- pattern recognition