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一、本文介绍本文给大家带来的改进机制是低照度图像增强网络SCINet，SCINet（自校正照明网络）是一种专为低光照图像增强设计的框架。它通过级联照明学习过程和权重共享机制来处理图像，优化了照明部分以提升图像质量。我将该网络集成在YOLOv8的主干上针对于图像的输入进行增强，同时该网络的并不会增加...

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一、本文介绍本文给大家带来的改进机制是低照度图像增强网络PE-YOLO中的PENet，PENet通过拉普拉斯金字塔将图像分解成多个分辨率的组件，增强图像细节和低频信息。它包括一个细节处理模块（DPM），用于通过上下文分支和边缘分支增强图像细节，以及一个低频增强滤波器（LEF），以捕获低频语义并减少...

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