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- W2804503167 abstract "In interventional radiology, short video sequences of vein structure in motion are captured in order to help medical personnel identify vascular issues or plan intervention. Semantic segmentation can greatly improve the usefulness of these videos by indicating exact position of vessels and instruments, thus reducing the ambiguity. We propose a real-time segmentation method for these tasks, based on U-Net network trained in a Siamese architecture from automatically generated annotations. We make use of noisy low level binary segmentation and optical flow to generate multi class annotations that are successively improved in a multistage segmentation approach. We significantly improve the performance of a state of the art U-Net at the processing speeds of 90fps." @default.
- W2804503167 created "2018-06-01" @default.
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- W2804503167 date "2018-05-16" @default.
- W2804503167 modified "2023-09-27" @default.
- W2804503167 title "Deep Segmentation and Registration in X-Ray Angiography Video" @default.
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