Dynamic-budget superpixel active learning for semantic segmentation
The presented dynamic-budget querying strategy is simple, effective, and can be easily adapted to other regional active learning algorithms to further improve the data efficiency of semantic segmentation tasks.
Authors
- Ian Stavness (ORCID: https://orcid.org/0000-0002-2044-2565)
- Yuemin Wang
Institutions
- University of Saskatchewan (CA)
Publication Details
- Journal
- Frontiers in Artificial Intelligence
- Published
- 2025-01-09
- DOI
- https://doi.org/10.3389/frai.2024.1498956
- Citations
- 1
- Primary Topic
- Sparse and Compressive Sensing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 1.33
Funders
- Canada First Research Excellence Fund