Search Results for author: Sijie Liu

Found 2 papers, 2 papers with code

An automated framework for brain vessel centerline extraction from CTA images

1 code implementation13 Jan 2024 Sijie Liu, Ruisheng Su, Jianghang Su, Jingmin Xin, Jiayi Wu, Wim van Zwam, Pieter Jan van Doormaal, Aad van der Lugt, Wiro J. Niessen, Nanning Zheng, Theo van Walsum

In this paper, we consider automatic lumen segmentation generation without additional annotation effort by physicians and more effective use of the generated lumen segmentation for improved centerline extraction performance.

Segmentation

DDT: Dual-branch Deformable Transformer for Image Denoising

1 code implementation13 Apr 2023 Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu, Cheng Jin

Transformer is beneficial for image denoising tasks since it can model long-range dependencies to overcome the limitations presented by inductive convolutional biases.

Image Denoising

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