11 citations · 11 across the 2 of their papers we have counts for
3 papers
cs.CV2024
Key Patch Proposer: Key Patches Contain Rich Information
Jing Xu, Beiwen Tian, Hao Zhao
In this paper, we introduce a novel algorithm named Key Patch Proposer (KPP) designed to select key patches in an image without additional training. Our experiments showcase KPP's…
eess.IV2024★ 11 cited
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation
Hongkun Sun, Jing Xu, Yuping Duan
The convolutional neural network-based methods have become more and more popular for medical image segmentation due to their outstanding performance. However, they struggle with ca…
eess.IV2023
GMISeg: General Medical Image Segmentation without Re-Training
Jing Xu
Deep learning models have become the dominant method for medical image segmentation. However, they often struggle to be generalisable to unknown tasks involving new anatomical stru…