EcDiff-LLIE: Event-Conditional Diffusion Model for Structure-Preserving Low-Light Image Enhancement

Low-light image enhancement (LLIE) aims to restore the visual quality of poorly illuminated images by recovering fine details and textures while suppressing noise and artifacts. Recently, diffusion models have shown superior generative capabilities for LLIE. However, existing diffusion-based methods...

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Principais autores:	Ramna Maqsood, Paulo Nunes, Luis Ducla Soares, Caroline Conti
格式:	Artigo
语言:	Inglês
出版:	IEEE 2026-01-01
丛编:	IEEE Open Journal of Signal Processing
主题:	Low-light image enhancement event camera diffusion model cross-modality self-attention
在线阅读:	https://ieeexplore.ieee.org/document/11373830/
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