Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation.
Haonan PengShan LinDaniel KingYun-Hsuan SuRandall A. BlyKris S. MoeBlake HannafordPublished in: CoRR (2021)
Keyphrases
- active learning
- image segmentation
- segmentation method
- segmentation algorithm
- metadata
- region growing
- load balancing
- learning strategies
- level set
- medical images
- image analysis
- multiscale
- experimental design
- random sampling
- segmentation accuracy
- semantic annotation
- machine learning
- virtual reality
- selective sampling
- learning process
- object segmentation
- active contours
- labeled data
- image guided
- surgical instruments
- surgical planning
- intraoperative
- medical imaging
- energy function
- supervised learning
- image processing