3 papers
cs.CV2026
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…
cs.CV2025
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…
cs.CV2025
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Liwen Pan, Longguang Wang, Guangwei Gao +3
Traffic image restoration under adverse weather conditions remains a critical challenge for intelligent transportation systems. Existing methods primarily focus on spatial-domain m…