Active Learning-Based Optimized Training Library Generation for Object-Oriented Image Classification.
Rajeswari BalasubramaniamSrivalsan NamboodiriRama Rao NidamanuriGorthi R. K. Sai SubrahmanyamPublished in: IEEE Trans. Geosci. Remote. Sens. (2018)
Keyphrases
- image classification
- active learning
- object oriented
- training examples
- training set
- supervised learning
- annotation effort
- classifier training
- bag of words
- image representation
- semi supervised
- relational databases
- batch mode
- learning algorithm
- labeling effort
- object oriented database systems
- experimental design
- database systems
- neural network
- software engineering
- sample selection
- selective sampling
- feature extraction
- programming language
- training phase
- online learning
- random sampling
- data model
- database design
- sparse representation
- training samples
- data sets
- generalization error
- machine learning
- image processing
- programming interface