Pavement defect detection algorithm SSC-YOLO for fusing multiscale spatial channels in YOLOv8

To address the challenges of poor detection performance and low computational efficiency in existing pavement defect detection models, a novel algorithm, You Only Look Once with Spatial Slicing Convolution (SSC-YOLO), is proposed. This method enhances detection accuracy by integrating multi-scale sp...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Guangling Sun, Yanfei Jin
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-10-01
Subjects:	Spatial slicing downsampling Multiscale spatial channels MFConv convolution YOLOv8
Online Access:	https://peerj.com/articles/cs-3187.pdf