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个人简介
Currently, I work in the field of medical image analysis and natural image restoration. Specifically, I mainly investigate how to combine traditional model-driven method and data-driven deep learning techniques for effective and interpretable image processing. Recently, I focus on the following research topics:
Deep Unfolding Image Restoration
Bayesian Methods in Image Processing
Natural Image Restoration (such as, derain/super-resolution/denoise/deblur/low-light enhancement)
CT Reconstruction (such as, metal artifact reduction/low-dose/sparse-view/limited-angle)
MRI Reconstruction (such as, fast imaging/super-resolution/multi-contrast reconstruction)
Other Medical Image Analysis (including classification/segmentation/detection)
Research
研究兴趣
论文共 40 篇作者统计合作学者相似作者
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arxiv(2024)
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IEEE TRANSACTIONS ON MEDICAL IMAGINGno. 1 (2024): 489-502
CoRRno. 99 (2024): 1-13
CoRRno. 99 (2023): 1-15
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT X (2023): 109-120
CVPR 2023pp.11340-11349, (2023)
Medical image analysis (2023): 102973-102973
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