Learning Deep Features for Classification of Typical Ecological Environmental Elements in High-Resolution Remote Sensing Images.
Haosheng ZhangBo YangTao FangHong HuoPublished in: ISCID (1) (2017)
Keyphrases
- classification accuracy
- feature extraction
- feature vectors
- supervised learning
- learning algorithm
- incremental learning
- feature set
- classification models
- feature space
- learning process
- feature construction
- decision trees
- learning tasks
- classification method
- learning systems
- extracted features
- classification process
- supervised learning algorithms
- visual object recognition
- feature subset
- svm classifier
- image classification
- pattern recognition
- image features
- benchmark datasets
- unsupervised feature learning
- selecting features
- prior knowledge
- active learning
- deep learning
- feature values
- learning models
- feature analysis
- weak learners
- discriminative learning
- extracting features
- learning phase
- multi category
- multi class
- deep architectures
- positive and unlabeled examples