Semantic-Aware Low-Light Image Enhancement by Learning from Multiple Color Spaces

Semantic-Aware Low-Light Image Enhancement by Learning from Multiple Color Spaces

Extreme low-light image enhancement presents persistent challenges due to compounded degradations involving underexposure, sensor noise, and structural detail loss. Traditional low-light image enhancement methods predominantly employ global adjustment strategies that disregard semantic context, ofte...

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Bibliographic Details
Main Authors: Bo Jiang, Xuefei Wang, Naidi Yang, Yuhan Liu, Xi Chen, Qiwen Wu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
low-light image enhancement
semantic information
semantic-aware knowledge-guided framework
multi-color spaces constraints
Online Access:https://www.mdpi.com/2076-3417/15/10/5556
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