3 papers
cs.CV2026
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…
cs.CV2026
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…
cs.CV2024
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer
Wei Dong, Han Zhou, Yuqiong Tian +4
Shadow-affected images often exhibit pronounced spatial discrepancies in color and illumination, consequently degrading various vision applications including object detection and s…