Researching | Infrared Image Detection of Conveyor Belt Rollers Based on Improved YOLOv5

Laser & Optoelectronics Progress, Volume. 62, Issue 4, 0437006(2025)

Infrared Image Detection of Conveyor Belt Rollers Based on Improved YOLOv5

Zhichao Zhou^1、*, Jianping Zhou¹, Xiaodong Yang², Xiaojing Wan¹, and Binbin Gui¹

Author Affiliations

¹Mechanical Engineering College, Xinjiang University, Urumqi 830017, Xinjiang , China

²Xinjiang Tianchi Energy Co., Ltd., Changji 831100, Xinjiang , China

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References(3)

[1] Yang W J, Zhang X H, Ma H W. An inspection robot using infrared thermography for belt conveyor[C], 400-404(2016).

[2] Zhang H Z, Luo C B, Wang Q et al. A novel infrared video surveillance system using deep learning based techniques[J]. Multimedia Tools and Applications, 77, 26657-26676(2018).

[3] Cazzato D, Cimarelli C, Sanchez-Lopez J L et al. A survey of computer vision methods for 2D object detection from unmanned aerial vehicles[J]. Journal of Imaging, 6, 78(2020).

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Zhichao Zhou, Jianping Zhou, Xiaodong Yang, Xiaojing Wan, Binbin Gui. Infrared Image Detection of Conveyor Belt Rollers Based on Improved YOLOv5[J]. Laser & Optoelectronics Progress, 2025, 62(4): 0437006

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Paper Information

Category: Digital Image Processing

Received: Apr. 1, 2024

Accepted: Jul. 16, 2024

Published Online: Feb. 13, 2025

The Author Email:

DOI:10.3788/LOP241011

CSTR:32186.14.LOP241011

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology