Search Results for author: Tong Xin

Found 2 papers, 2 papers with code

Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation

1 code implementation20 Sep 2023 Yazhou Zhu, Shidong Wang, Tong Xin, Zheng Zhang, Haofeng Zhang

In this work, we present an approach to extract multiple representative sub-regions from a given support medical image, enabling fine-grained selection over the generated image regions.

Image Segmentation Medical Image Segmentation +1

Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer

1 code implementation9 Sep 2023 Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang

First, a subdivision strategy is introduced to produce a collection of regional prototypes from the foreground of the support prototype.

Few-Shot Learning Image Segmentation +3

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