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cs.CV2024★ 1 cited
Ultraman: Single Image 3D Human Reconstruction with Ultra Speed and Detail
Mingjin Chen, Junhao Chen, Xiaojun Ye +4
3D human body reconstruction has been a challenge in the field of computer vision. Previous methods are often time-consuming and difficult to capture the detailed appearance of the…
cs.CV2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation
Mingjin Chen, Yongkang He, Yongyi Lu +1
We aim at incorporating explicit shape information into current 3D organ segmentation models. Different from previous works, we formulate shape learning as an in-painting task, whi…
cs.CV2023
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation
Yongkang He, Mingjin Chen, Zhijing Yang +1
This paper seeks to address the dense labeling problems where a significant fraction of the dataset can be pruned without sacrificing much accuracy. We observe that, on standard me…