4 papers
TimeWeaver: Age-Consistent Reference-Based Face Restoration with Identity Preservation
Teer Song, Yue Zhang, Yu Tian +6
Recent progress in face restoration has shifted from visual fidelity to identity fidelity, driving a transition from reference-free to reference-based paradigms that condition rest…
MeInTime: Bridging Age Gap in Identity-Preserving Face Restoration
Teer Song, Yue Zhang, Yu Tian +6
To better preserve an individual's identity, face restoration has evolved from reference-free to reference-based approaches, which leverage high-quality reference images of the sam…
Frequency Error-Guided Under-sampling Optimization for Multi-Contrast MRI Reconstruction
Xinming Fang, Chaoyan Huang, Juncheng Li +3
Magnetic resonance imaging (MRI) plays a vital role in clinical diagnostics, yet it remains hindered by long acquisition times and motion artifacts. Multi-contrast MRI reconstructi…
Mamba-Based Modality Disentanglement Network for Multi-Contrast MRI Reconstruction
Weiyi Lyu, Xinming Fang, Jun Wang +3
Magnetic resonance imaging (MRI) is a cornerstone of modern clinical diagnosis, offering unparalleled soft-tissue contrast without ionizing radiation. However, prolonged scan times…