Real-time ultrasound transducer localization in fluoroscopy images by transfer learning from synthetic training data.
Tobias HeimannPeter MountneyMatthias JohnRazvan Ioan IonasecPublished in: Medical Image Anal. (2014)
Keyphrases
- transfer learning
- training data
- domain adaptation
- knowledge transfer
- labeled data
- object recognition
- data sets
- input image
- learning tasks
- learning algorithm
- reinforcement learning
- active learning
- text classification
- unlabeled data
- neural network
- cross domain
- semi supervised learning
- image segmentation
- training samples
- collaborative filtering
- support vector machine
- ultrasound images
- decision trees
- data mining
- training and test data
- fluoroscopic images