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Consistent regularization and proxy label based bonesemi-supervised point cloud segmentation method

Published in 2022 3rd International Conference on Computer Vision, Image and Deep Learning & International Conference on Computer Engineering and Applications (CVIDL & ICCEA) • May 20, 2022
Authors:
Qiu-Qing Bai
,
Meng-Xia Sun
,
Jiamin Jiang

Abstract

In deep learning, supervised learning methods consume enormous amount of labeled data. Exceptionally, bone labeling needs to be finished by specialty physicians. In addition, bone data is very difficult to acquire and expensive to annotate. It is desirable to utilize unlabeled data effectively. This...

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