Dark-YOLO: A Low-Light Object Detection Algorithm Integrating Multiple Attention Mechanisms

Dark-YOLO: A Low-Light Object Detection Algorithm Integrating Multiple Attention Mechanisms

Object detection in low-light environments is often hampered by unfavorable factors such as low brightness, low contrast, and noise, which lead to issues like missed detections and false positives. To address these challenges, this paper proposes a low-light object detection algorithm named Dark-YOL...

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Bibliographic Details
Main Authors: Ye Liu, Shixin Li, Liming Zhou, Haichen Liu, Zhiyu Li
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
low-light object detection
image enhancement
partial convolution
overlapping pooling
multi-attention mechanism
lightweight
Online Access:https://www.mdpi.com/2076-3417/15/9/5170
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