A workpiece surface defect detection and decision method based on credibility evaluation and intelligent review
CN122243860BActive Publication Date: 2026-08-28ANHUI UNIV
Patent Information
- Application Number
- CN202610079516.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2026-01-21
- Publication Date
- 2026-08-28
- Estimated Expiration
- 2046-01-21
AI Technical Summary
Technical Problem
然而在对质量一致性要求严苛的精密制造领域，检测结果的决策可靠性仍有问题
Benefits of technology
1、本发明在传统缺陷检测与评分基础上，引入了一套多层次可信度评估与动态复核机制，显著提升了检测系统的可靠性、决策透明性与工业适用性。通过构建综合可信度分数，从分类置信度、特征稳定性、缺陷区域一致性三个维度对每次评分结果进行量化评估，极大地增强了结果的可解释性与决策参考价值。
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Figure CN122243860B_ABST
Abstract
The present application relates to the technical field of workpiece surface defect detection, and particularly relates to a workpiece surface defect detection and decision method based on credibility evaluation and intelligent review. The method adopts hierarchical module design: an image acquisition module synchronously collects workpiece surface images through visible light and polarized light cameras; a data preprocessing module performs fusion, denoising, enhancement and standardization processing on the images; a data analysis module extracts features and completes defect classification and quantitative scoring; a judgment and review module performs credibility evaluation and critical state intelligent review on the scoring results to improve decision reliability; and a result output module generates a structured report and links with production line MES and PLC systems through an interface to realize automatic alarm and sorting of defective workpieces.
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Citation Information
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