Good view frames from ultrasonography (USG) video containing ONS diameter using state-of-the-art deep learning architectures.
Maninder SinghBasant KumarDeepak AgrawalPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- deep learning
- video frames
- key frames
- unsupervised learning
- video data
- video sequences
- unsupervised feature learning
- speckle reduction
- machine learning
- moving objects
- weakly supervised
- mental models
- multiple views
- learning strategies
- ultrasound images
- generative model
- principal component analysis
- decision making
- feature selection