基于YOLOX模型的轮胎X射线图像中0°带束层接头检测

Journal of University of Jinan (Science and Technology)(2023)

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Abstract
针对现有轮胎X射线图像中0°带束层接头检测算法易受轮胎自身花纹影响,造成较严重的误报和漏报的问题,提出基于YOLOX模型的轮胎X射线图像中0°带束层接头检测方法;利用投影直方图定位带束层区域,缩小检测范围,提高检测速度;在自建数据集上测试所提方法的检测性能.结果表明,所提出的方法能够准确定位0°带束层接头,误报率、漏报率分别小于1.15%、0.59%.
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