基于视觉技术的鞋图案缺陷检测系统

By using a vision-based shoe pattern defect detection system, which reconstructs 3D surface models and performs curvature analysis, the system solves the problem of the difficulty in deeply analyzing complex shoe patterns by manual inspection. It achieves efficient and accurate defect detection and automatic processing, thereby improving the quality of footwear production.

CN119579574BActive Publication Date: 2026-07-17QUANZHOU HUAZHAN SHOES CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
QUANZHOU HUAZHAN SHOES CO LTD
Filing Date
2024-12-10
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In existing technologies, the detection of shoe patterns relies on manual visual inspection, which makes it difficult to deeply analyze complex geometric features and texture structures. This results in low efficiency and difficulty in achieving comprehensive data analysis, failing to meet the quality monitoring needs of high-efficiency production.

Method used

A shoe pattern defect detection system based on vision technology automatically detects flatness defects in shoe patterns by reconstructing a 3D curved surface model, dividing the area, and analyzing the curvature. It combines algorithms such as binocular vision, corner detection, surface fitting, and least squares method, and then processes the defective shoes with a robotic arm.

Benefits of technology

It enables accurate detection of defects in shoe patterns, reduces missed and false detections, improves the accuracy and consistency of detection results, and enhances the quality control level of footwear production.

✦ Generated by Eureka AI based on patent content.

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Abstract

本发明涉及机器视觉与检测技术领域,具体地说,涉及基于视觉技术的鞋图案缺陷检测系统,其包括采集处理单元、三维模型单元、缺陷检测单元以及缺陷处理单元,本发明通过其采集处理单元利用双目视觉采集并预处理鞋的三维图像数据,三维模型单元依此重建精确的鞋图案三维模型,缺陷检测单元通过将模型划分为多个区域,计算平均曲率,采用基于最小二乘法的平面拟合算法及基于滑动窗口的曲率差分算法,精准分析判定平整度缺陷程度,缺陷处理单元对严重缺陷鞋子自动处理,实现了鞋图案缺陷检测的高效、精准、自动化,有力提升鞋类生产的质量检测水平。
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