Search Results for author: Zeyu Fu

Found 7 papers, 1 papers with code

Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data

no code implementations27 Sep 2023 Leiyu Xie, Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi

Furthermore, the proposed privacy-preserved orientation-level features are utilized to assist the position-level features in both of the two stages for enhancing medical action recognition performance.

Action Recognition Dynamic Time Warping +3

Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound

1 code implementation22 Aug 2022 Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble

The proposed approach is demonstrated for automated fetal ultrasound imaging tasks, enabling the positive pairs from the same or different ultrasound scans that are anatomically similar to be pulled together and thus improving the representation learning.

Anatomy Contrastive Learning +2

Cross-Task Representation Learning for Anatomical Landmark Detection

no code implementations28 Sep 2020 Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble

The main idea of the proposed method is to retain the feature representations of the source model on the target task data, and to leverage them as an additional source of supervisory signals for regularizing the target model learning, thereby improving its performance under limited training samples.

Face Recognition Representation Learning +1

MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images

no code implementations28 Sep 2020 Zeyu Fu, Yang Sun, Xiangyu Zhang, Scott Stainton, Shaun Barney, Jeffry Hogg, William Innes, Satnam Dlay

In this paper, we propose a novel multiprediction guided attention network (MPG-Net) for automated retinal layer segmentation in OCT images.


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