Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network (DNN).
Ali AzedouAouatif AmineIsaya KisekkaSaid LahssiniYouness BouzianiSaid MoukrimPublished in: Ecol. Informatics (2023)
Keyphrases
- land cover
- land cover classification
- supervised classification
- optimization approaches
- neural network
- remote sensing
- hyperparameters
- multispectral
- remote sensing images
- change detection
- model selection
- cross validation
- pattern recognition
- satellite images
- support vector
- urban growth
- decision trees
- training set
- geographic information systems
- support vector machine
- optimization methods
- bayesian inference
- feature space
- mathematical programming
- maximum likelihood
- feature extraction
- machine learning
- prior information
- hyperspectral
- image reconstruction
- supervised learning
- genetic algorithm
- nearest neighbor