Image segmentation with less manual labeling effort
Semantic segmentation is a task that classifies each pixel into a particular class. With the help of deep learning, fully supervised segmentation has achieved remarkable performance. However, fully supervised learning has critical intrinsic limitations, which is that it often requires a prohibitivel...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
| Published: |
Nanyang Technological University
2022
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/162800 |