MDCFVit-YOLO: A model for nighttime infrared small target vehicle and pedestrian detection.

An MDCFVit-YOLO model based on the YOLOv8 algorithm is proposed to address issues in nighttime infrared object detection such as low visibility, high interference, and low precision in detecting small objects. The backbone network uses the lightweight Repvit model, improving detection performance an...

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Bibliographic Details
Main Authors: Huiying Zhang, Qinghua Zhang, Yifei Gong, Feifan Yao, Pan Xiao
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0324700
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