1 code implementation • 23 Mar 2024 • Zhongsen Li, Wenxuan Chen, Shuai Wang, Chuyu Liu, Rui Li
The inductive bias of the convolutional neural network (CNN) can act as a strong prior for image restoration, which is known as the Deep Image Prior (DIP).
no code implementations • 5 Jul 2023 • Wenxuan Chen, Sirui Wu, Shuai Wang, Zhongsen Li, Jia Yang, Huifeng Yao, Xiaolei Song
Multi-contrast magnetic resonance imaging (MRI) reflects information about human tissue from different perspectives and has many clinical applications.
no code implementations • 13 May 2023 • Shuai Wang, Zipei Yan, Daoan Zhang, Zhongsen Li, Sirui Wu, Wenxuan Chen, Rui Li
In contrast, the IID hypothesis is not universally guaranteed in numerous real-world applications, especially in medical image analysis.
no code implementations • 22 Nov 2022 • Wenxuan Chen, Jun Tao, Lu Ma, Gang Qiao
Accurate channel estimation is critical to the performance of orthogonal frequency-division multiplexing (OFDM) underwater acoustic (UWA) communications, especially under multiple-input multiple-output (MIMO) scenarios.
no code implementations • CVPR 2022 • Jiachen Li, Bin Wang, Shiqiang Zhu, Xin Cao, Fan Zhong, Wenxuan Chen, Te Li, Jason Gu, Xueying Qin
Our new benchmark dataset contains 20 textureless objects, 22 scenes, 404 video sequences and 126K images captured in real scenes.