Generative Active Learning for Long-tailed Instance Segmentation.
Muzhi ZhuChengxiang FanHao ChenYang LiuWeian MaoXiaogang XuChunhua ShenPublished in: CoRR (2024)
Keyphrases
- active learning
- segmentation method
- image segmentation
- level set
- segmentation algorithm
- multiscale
- region growing
- semi supervised
- learning strategies
- generative model
- version space
- random sampling
- fully automatic
- unsupervised learning
- medical images
- segmentation errors
- segmentation accuracy
- energy function
- image analysis
- computer vision
- object segmentation
- experimental design
- selective sampling
- shape prior
- automatic segmentation
- multiple objects
- background subtraction
- medical imaging
- semi supervised learning
- relevance feedback
- learning process
- learning algorithm
- imbalanced data classification
- music emotion classification