Estimating Surface Albedo of Arctic Sea Ice Using an Ensemble Back-Propagation Neural Network: Toward a Better Consideration of Reflectance Anisotropy and Melt Ponds.
Yinghui DingYing QuZeli PengMengsi WangXijia LiPublished in: IEEE Trans. Geosci. Remote. Sens. (2022)
Keyphrases
- back propagation neural network
- smooth surfaces
- lambertian surface
- sea ice
- reflectance properties
- photometric stereo
- neural network
- single image
- light source
- surface reconstruction
- surface shape
- reflectance model
- object surface
- diffuse reflectance
- surface normals
- shape recovery
- shape from shading
- surface reflectance
- surface orientation
- illumination conditions
- hybrid model
- illumination direction
- sar imagery
- support vector regression
- lighting conditions
- neural network model
- synthetic aperture radar
- artificial neural networks
- intrinsic images
- ensemble methods
- specular reflection
- satellite imagery
- learning algorithm
- radial basis function neural network
- satellite images
- prediction model
- feature selection
- training set
- feature space
- pattern recognition
- training data