Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning.
Huisi WuJingyin LinWende XieJing QinPublished in: AAAI (2023)
Keyphrases
- semi supervised learning
- video segmentation
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- label propagation
- multiple kernel learning
- unsupervised learning
- video sequences
- segmentation method
- co training
- training data
- learning problems
- active learning
- manifold regularization
- semi supervised learning algorithms
- machine learning
- transfer learning
- video frames
- pairwise
- learning models
- graph based semi supervised learning
- opinion detection
- graph construction
- semi supervised learning methods
- kernel methods
- support vector machine
- knowledge discovery
- training set
- three dimensional
- computer vision