Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data.
Hongying LiuRuyi LuoFanhua ShangXuechun MengShuiping GouBiao HouPublished in: Remote. Sens. (2020)
Keyphrases
- metric learning
- semi supervised
- distance metric learning
- sar data
- fully supervised
- synthetic aperture radar
- semi supervised clustering
- sar imagery
- supervised learning
- feature space
- semi supervised learning
- sar images
- unsupervised learning
- pairwise
- distance metric
- dimensionality reduction
- unlabeled data
- pairwise constraints
- active learning
- support vector
- image classification
- pattern recognition
- labeled data
- learning tasks
- text classification
- multi task
- polarimetric sar
- distance function
- feature vectors
- feature selection
- multispectral
- machine learning algorithms
- denoising
- feature extraction
- weakly supervised
- support vector machine
- training set
- decision trees
- computer vision