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Small target detection of floating objects in river channels based on improved YOLOv7

Abstract Computer vision-aided small target detection in moving streams, such as rivers/ roads, requires a fast-converging outcome as the frame requirements are high. The bounding box varies for the multiple frames generated, resulting in low object detection precision. To address the problem of flo...

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Principais autores: Weifeng Yang, Bing Zhang, Su Guo, Kebin Gao, Jianwei Ying, Jun Zheng, Chao Li, Jun Li, Weigang Xu, Qi Chen, Jun Cao, Youxiang Zuo, Yu Chen, Wenjie Wang
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2026-02-01
Serier:Scientific Reports
Fag:
Bounding Box
Convolution Layer
Overlap Region
Target Detection
YOLO
Online adgang:https://doi.org/10.1038/s41598-026-40688-z
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