3 papers
cs.CV2026
NTIRE 2026 Challenge on Single Image Reflection Removal in the Wild: Datasets, Results, and Methods
Jie Cai, Kangning Yang, Zhiyuan Li +50
In this paper, we review the NTIRE 2026 challenge on single-image reflection removal (SIRR) in the wild. SIRR is a fundamental task in image restoration. Despite progress in academ…
cs.CV2025
MatteViT: High-Frequency-Aware Document Shadow Removal with Shadow Matte Guidance
Chaewon Kim, Seoyeon Lee, Jonghyuk Park
Document shadow removal is essential for enhancing the clarity of digitized documents. Preserving high-frequency details (e.g., text edges and lines) is critical in this process be…
cs.CV2025
Refining Visual Artifacts in Diffusion Models via Explainable AI-based Flaw Activation Maps
Seoyeon Lee, Gwangyeol Yu, Chaewon Kim +1
Diffusion models have achieved remarkable success in image synthesis. However, addressing artifacts and unrealistic regions remains a critical challenge. We propose self-refining d…