基于MATLAB图像处理技术的茅型瓶裂纹缺陷识别研究OA
Research on Moutai-shaped Bottle Crack Defect Recognition Based on MATLAB Image Processing Technology
茅型瓶是一种乳白色仿瓷玻璃瓶,具有较好的热稳定性、密闭性和遮光性,是茅台酒常用的包装材料,存在缺陷的酒瓶会出现酒渗漏、酒体挥发、酒体变质等.裂纹缺陷是常见的茅型瓶缺陷,利用MATLAB图像处理技术对茅型瓶裂纹缺陷进行识别,首先对缺陷图像进行灰度化、去噪、边缘检测等预处理,然后使用Hough变换法对预处理的缺陷图像进行识别,采用不同的裂纹缺陷图像进行验证.结果表明,霍夫变换能够检测不同形状和位置的茅型瓶裂纹缺陷,识别效果较好.
Moutai-shaped bottle is a milky-white porcelain like glass bottle with good thermal stability,airtightness,and light shielding.It is a commonly used packaging material for Maotai.Bottles with defects can cause leakage,volatilization,and deterioration of the liquor.Crack defect is a common defect in Moutai-shaped bottles.MATLAB image processing technology is used to identify crack defects in Moutai-shaped bottles.Firstly,the defect image is preprocessed with grayscale,denoising,edge detection,etc.Then,the Hough transform method is used to identify the preprocessed defect image,and different crack defect images are used for verification.The results indicate that the Hough transform can detect crack defects in different shapes and positions of Moutai-shaped bottles,and the recognition effect is good.
邱旭;沈富;焦阳
茅台学院,贵州 遵义 564507深圳市东方鼎盛科技有限公司,广东 深圳 518000中国贵州茅台酒厂(集团)有限责任公司,贵州 遵义 564501
计算机与自动化
MATLAB茅型瓶裂纹缺陷Hough变换
MATLABMoutai-shaped bottlecrack defectHough transform
《现代信息科技》 2024 (013)
161-166 / 6
茅台学院高层次人才科研启动经费项目(mygccrc[2023]022)
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