Robust Vehicle Classification Based on Deep Features Learning.
Naghmeh NiroomandChristian BachMiriam ElserPublished in: IEEE Access (2021)
Keyphrases
- classification accuracy
- feature vectors
- supervised learning
- classification method
- rotational invariant
- classification process
- feature construction
- feature space
- prior knowledge
- learning algorithm
- learning phase
- unsupervised learning
- active learning
- learning process
- support vector
- selecting features
- machine learning
- feature representation
- high dimensionality
- incremental learning
- feature analysis
- online learning
- supervised learning algorithms
- object recognition
- pattern recognition
- deep learning
- extracted features
- visual object recognition
- svm classifier
- learning tasks
- feature selection
- decision trees
- support vector machine
- image features
- feature set
- benchmark datasets
- false positives
- classification algorithm
- weak learners
- class labels
- feature values
- driver assistance systems
- reinforcement learning
- deep architectures
- learning models
- positive and unlabeled examples
- histogram intersection kernel