计算机与数字工程2023，Vol.51Issue(11)：2713-2718,2757,7.DOI:10.3969/j.issn.1672-9722.2023.11.043
改进SSD的触摸屏银浆线路缺陷检测研究
Research on Defect Detection of Silver Paste Circuit of Touch Screen Based on Improved SSD
摘要
Abstract
In order to strengthen the quality control of touch panel,improve the manufacturing process of touch panel and pro-mote the automatic production process,a defect detection method of touch screen silver paste circuit based on improved SSD is pro-posed,which extracts image features at different scales by multiple convolution and down sampling.Feature fusion is carried out by using image features at different scales to achieve feature superposition effect.The fused features enhance the semantic information of different dimensions through channel attention mechanism.The improved feature is used for regression to realize touch screen sil-ver paste line detection.The experimental results show that the proposed method has a good effect of fast detection speed and high accuracy for small defects of touch screen silver paste circuit,which can meet the industrial demand.关键词
SSD算法/通道增强/特征融合/缺陷检测Key words
SSD algorithm/channel enhancement/feature fusion/defect detection分类
信息技术与安全科学引用本文复制引用
郭前进,吴飞斌,孙园,龙玥,韩军..改进SSD的触摸屏银浆线路缺陷检测研究[J].计算机与数字工程,2023,51(11):2713-2718,2757,7.基金项目
中国科学院对外重点合作项目(编号:121835KYSB20180062) （编号:121835KYSB20180062）
中国科学院区域重点项目(编号:KFJ-STS-QYZX-110) （编号:KFJ-STS-QYZX-110）
福建省闽都实验室主任基金项目(编号:2021ZR107) （编号:2021ZR107）
福建省科技计划项目(编号:2019T3025,2021T3060,2021T3032,2021T3010) （编号:2019T3025,2021T3060,2021T3032,2021T3010）
泉州市科技计划项目(编号:2019STS04) （编号:2019STS04）
莆田市科技计划项目(编号:2020HJSTS004)资助. （编号:2020HJSTS004）
