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IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin
收藏  |  浏览/下载:2/0  |  提交时间:2025/06/25
Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation  
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2024, 页码: 12
作者:  Huang, Zhen;  Li, Han;  Shao, Shitong;  Zhu, Heqin;  Hu, Huijie;  Cheng, Zhiwei;  Wang, Jianji;  Kevin Zhou, S.
收藏  |  浏览/下载:37/0  |  提交时间:2024/05/20
Bone extraction  CT structural knowledge  Landmark detection  Pelvis X-rays  
Fully Automatic Facial Deformation Transfer 期刊论文
SYMMETRY-BASEL, 2020, 卷号: 12, 期号: 1, 页码: 10
作者:  Bian, Shaojun;  Zheng, Anzong;  Gao, Lin;  Maguire, Greg;  Kokke, Willem;  Macey, Jon;  You, Lihua;  Zhang, Jian J.
收藏  |  浏览/下载:60/0  |  提交时间:2020/12/10
face landmark detection  orthographic projection  point-wise correspondences  automatic deformation transfer