no code implementations • 21 Jun 2023 • Renjie Cheng, Zhemin Zhuang, Shuxin Zhuang, Lei Xie, Jingfeng Guo
To address these challenges, we propose a single-layer Transformer network called Multi-Scale Shifted Windows Transformer Networks (MSW-Transformer), which uses a multi-window sliding attention mechanism at different scales to capture features in different dimensions.
no code implementations • 27 Jun 2022 • Xiao Fan, Shuxin Zhuang, Zhemin Zhuang, Ye Yuan, Shunmin Qiu, Alex Noel Joseph Raj, Yibiao Rong
Deformable image registration can obtain dynamic information about images, which is of great significance in medical image analysis.