Research on dense object detection methods in congested environments of urban streets and roads based on DCYOLO

Abstract The urban street is a congested environment that contains a large number of occluded and size-differentiated objects. Aiming at the problems of the loss of the target to be detected and low detection accuracy resulting from this situation, a newly improved algorithm, based on YOLOv4, DCYOLO...

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Bibliographic Details
Main Authors: Shuhai Jiang, Bowen Luo, Haoyue Jiang, Zhongkai Zhou, Shangjie Sun
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51868-0