Search Results for author: Ruiqiang Xiao

Found 2 papers, 1 papers with code

MatchSeg: Towards Better Segmentation via Reference Image Matching

1 code implementation23 Mar 2024 Ruiqiang Xiao, Jiayu Huo, Haotian Zheng, Yang Liu, Sebastien Ourselin, Rachel Sparks

Few-shot learning aims to overcome the need for annotated data by using a small labeled dataset, known as a support set, to guide predicting labels for new, unlabeled images, known as the query set.

Domain Generalization Few-Shot Learning +5

GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation

no code implementations16 Aug 2023 Ruiqiang Xiao, Zhuoyue Wan

Vessel image segmentation plays a pivotal role in medical diagnostics, aiding in the early detection and treatment of vascular diseases.

Image Segmentation Segmentation +1

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