Evaluation of Unsupervised Deep Clustering Methods for Crop Classification Using SAR Image Sequences.
Daliana Lobo TorresLaura Elena Cué La RosaD. A. B. OliveiraRaul Queiroz FeitosaPublished in: IGARSS (2021)
Keyphrases
- image sequences
- unsupervised learning
- supervised classification
- machine learning
- pattern recognition
- image classification
- unsupervised classification
- supervised learning
- decision trees
- classification accuracy
- partially supervised
- automatic classification
- classification algorithm
- support vector machine svm
- support vector machine
- motion estimation
- support vector
- three dimensional
- deep learning
- classification systems
- training set
- classification models
- motion analysis
- pattern classification
- unsupervised clustering
- feature vectors
- semi supervised
- restricted boltzmann machine
- automatic target recognition
- computer vision
- class labels
- classification scheme
- preprocessing
- machine learning algorithms
- data sets
- least squares
- moving objects
- feature space