Self-regulation for semantic segmentation
In this paper, we seek reasons for the two major failure cases in Semantic Segmentation (SS): 1) missing small objects or minor object parts, and 2) mislabeling minor parts of large objects as wrong classes. We have an interesting finding that Failure-1 is due to the underuse of detailed features an...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6230 https://ink.library.smu.edu.sg/context/sis_research/article/7233/viewcontent/Zhang_Self_Regulation_for_Semantic_Segmentation_ICCV_2021_paper.pdf |
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| Institution: | Singapore Management University |
| Language: | English |