Underwater Object Classification in Sidescan Sonar Images Using Deep Transfer Learning and Semisynthetic Training Data.
Guanying HuoZiyin WuJiabiao LiPublished in: IEEE Access (2020)
Keyphrases
- object classification
- sonar images
- transfer learning
- training data
- labeled data
- target domain
- domain adaptation
- semi supervised learning
- learning algorithm
- unlabeled data
- target recognition
- high resolution
- active learning
- object recognition
- object detection
- cross domain
- supervised learning
- reinforcement learning
- semi supervised
- data sets
- object categories
- training set
- noise level
- training examples
- machine learning
- class labels
- test data
- collaborative filtering
- training samples
- machine learning algorithms
- text classification
- support vector machine
- prior knowledge
- decision trees
- pedestrian detection
- face recognition
- information retrieval
- text categorization
- generative model
- computer vision