Haoyi Zhu
Haoyi Zhu
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Computer Vision
Unsupervised Multi-Task Learning for 3D Subtomogram Image Alignment, Clustering and Segmentation
Abstract: 3D subtomogram image alignment, clustering, and segmentation are vital to macromolecular structure recognition in cryo-electron tomography (cryo-ET). However, acquiring ground-truth labels to train a unified deep learning model that can simultaneously deal with these tasks is unaffordable.
Haoyi Zhu 朱皓怡
,
Chuting Wang
,
Yuanxin Wang
,
Zhaoxin Fan
,
Mostofa Rafid Uddin
,
Xin Gao
,
Jing Zhang
,
Xiangrui Zeng
,
Min Xu
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PDF
DOI
ICIP 2022
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