BriefGPT.xyz
Dec, 2023
通过特征域自适应学习识别低光图像
Learning to See Low-Light Images via Feature Domain Adaptation
HTML
PDF
Qirui Yang, cheng qihua, Huanjing Yue, Le Zhang, Yihao Liu...
TL;DR
提出了一种单阶段网络,基于特征域适应(FDA)来解耦原始LLIE中的降噪和颜色映射任务,并使用Lineformer作为FDA来探索全局和局部相关性,从而在降低计算复杂度的同时实现了两阶段增强过程的优势。
Abstract
Raw
low light image enhancement
(LLIE) has achieved much better performance than the sRGB domain enhancement methods due to the merits of
raw data
. However, the ambiguity between noisy to clean and raw to sRGB ma
→