Search Results for author: Xiaohui Du

Found 4 papers, 0 papers with code

UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve Segmentation

no code implementations29 Jun 2024 Guanghao Zhu, Lin Liu, Jing Zhang, Xiaohui Du, Ruqian Hao, Juanxiu Liu

However, since the facial nerve is a tubular organ with a diameter of only 1. 0-1. 5mm, it is challenging to locate and segment the facial nerve in CT scans.

Segmentation

AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation

no code implementations28 Jun 2024 Guanghao Zhu, Jing Zhang, Juanxiu Liu, Xiaohui Du, Ruqian Hao, Yong liu, Lin Liu

Semi-supervised learning (SSL) has shown considerable potential in medical image segmentation, primarily leveraging consistency regularization and pseudo-labeling.

Image Segmentation Pseudo Label +3

Three-Stream Temporal-Shift Attention Network Based on Self-Knowledge Distillation for Micro-Expression Recognition

no code implementations25 Jun 2024 Guanghao Zhu, Lin Liu, Yuhao Hu, Haixin Sun, Fang Liu, Xiaohui Du, Ruqian Hao, Juanxiu Liu, Yong liu, Hao Deng, Jing Zhang

Secondly, we employ efficient channel attention modules in the local-spatial stream to make the network focus on facial regions that are highly relevant to micro-expressions.

Micro Expression Recognition Micro-Expression Recognition +2

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