Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data.
Mykola LavreniukNataliia KussulAlexei NovikovPublished in: IGARSS (2018)
Keyphrases
- sparse coding
- deep learning
- unsupervised learning
- dictionary learning
- image classification
- satellite data
- deep belief networks
- natural images
- sparse representation
- restricted boltzmann machine
- machine learning
- feature space
- supervised learning
- text classification
- image representation
- linear combination
- feature extraction
- feature selection
- feature vectors
- model selection
- generative model
- decision trees
- computer vision
- training set
- image features
- image patches
- active learning