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Image Compositing for Segmentation of Surgical Tools Without Manual Annotations
Producing manual, pixel-accurate, image segmentation labels is tedious and time-consuming. This is often a rate-limiting factor when large amounts of labeled images are required, such as for training deep convolutional networks for instrument-background segmentation in surgical scenes. No large data...
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| Udgivet i: | IEEE Trans Med Imaging |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
IEEE
2021
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8092331/ https://ncbi.nlm.nih.gov/pubmed/33556005 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2021.3057884 |
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