Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video Processing.
Florian DubostErin HongSiyi TangNandita BhaskharChristopher Lee-MesserDaniel L. RubinPublished in: WACV (2023)
Keyphrases
- semi supervised learning
- video processing
- sequential data
- supervised learning
- semi supervised
- unlabeled data
- training data
- labeled data
- machine learning
- hidden markov models
- video analysis
- active learning
- video surveillance
- signal processing
- video segmentation
- sequence data
- knn
- training set
- image sequences
- sequential patterns
- fixed length
- image processing
- real world