Combining Deep Learning and Prior Knowledge for Crop Mapping in Tropical Regions from Multitemporal SAR Image Sequences.
Laura Elena Cue La RosaRaul Queiroz FeitosaPatrick Nigri HappIeda Del'Arco SanchesGilson Alexandre Ostwald Pedro da CostaPublished in: Remote. Sens. (2019)
Keyphrases
- deep learning
- image sequences
- prior knowledge
- unsupervised learning
- unsupervised feature learning
- change detection
- machine learning
- deep architectures
- mental models
- three dimensional
- remote sensing
- region of interest
- image features
- weakly supervised
- viewpoint
- training examples
- conditional random fields
- object tracking
- generative model
- feature space
- training data