Hierarchical Active Learning With Qualitative Feedback on Regions.
Zhipeng LuoYazhou HeYanbing XueHongjun WangMilos HauskrechtTianrui LiPublished in: IEEE Trans. Hum. Mach. Syst. (2023)
Keyphrases
- active learning
- relevance feedback
- qualitative and quantitative
- input image
- semi supervised
- pool based active learning
- qualitative reasoning
- keypoints
- learning strategies
- labeled data
- image regions
- hierarchical structure
- region of interest
- training examples
- selective sampling
- cardinal directions
- batch mode
- experimental design
- data mining
- feedback mechanisms
- topological relationships
- topological relations
- hierarchical model
- image features
- random sampling
- user feedback
- quantitative and qualitative
- cost sensitive
- graph cuts
- hierarchical clustering
- parameter space