YOLO-CSMD: Integrating Improved Convolutional Techniques for Manhole Cover Defect Detection

YOLO-CSMD: Integrating Improved Convolutional Techniques for Manhole Cover Defect Detection

Recent detection algorithms for manhole cover defects exhibit limited detection capabilities, which frequently encounter the issue of missed detection. To address this issue, this paper proposes an improved detection algorithm based on YOLOv8, called YOLO-CSMD. First, Convolution State Space Module...

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Bibliographic Details
Main Authors: Zhiwang Xu, Haowei Luo, Huijie Zhu, Wanfa Sun, Shengying Yang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Manhole cover defect
object detection
attention mechanism
state space model
Online Access:https://ieeexplore.ieee.org/document/11036105/
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https://ieeexplore.ieee.org/document/11036105/

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