一种基于图像处理的织物起毛起球检测装置及其方法

By using an image processing-based fabric pilling detection device, image segmentation and feature recognition algorithms are employed to solve the problem of identification errors caused by color similarity in fabric pilling detection, thus achieving fast and accurate fabric pilling detection.

CN121678348BActive Publication Date: 2026-07-17HANGZHOU SHANGDONG DYEING & FINISHING CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
HANGZHOU SHANGDONG DYEING & FINISHING CO LTD
Filing Date
2025-12-03
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing methods for detecting fabric pilling require omnidirectional scanning to obtain accurate data. However, because the colors of pilling and fuzzing areas are similar, they can easily lead to machine recognition errors, and the detection speed is relatively slow.

Method used

A fabric pilling and fuzzing detection device based on image processing is adopted. The extraction module analyzes the detection requirements, the simulation module adjusts the environment, the test module simulates pilling and fuzzing, the auxiliary module sprays markers to enhance contrast, and the acquisition module captures images and quantifies the degree of pilling and fuzzing through image segmentation and feature recognition algorithms to generate a detection report.

Benefits of technology

It improves the visual contrast between the pilling and non-pilling areas of the fabric, reduces identification errors, increases detection speed and accuracy, and achieves automated and precise data acquisition.

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Abstract

本发明涉及织物起毛起球检测技术领域,且公开了一种基于图像处理的织物起毛起球检测装置及其方法,其中一种基于图像处理的织物起毛起球检测装置,包括提取模块、模拟模块、试验模块、辅助模块和采集模块,所述提取模块用于接收用户输入的检测需求文本,通过自然语言处理技术结合标准数据库采用上下文算法精准确认需求文本,并识别并提取需求文本的检测参数,生成匹配的测验工艺。本发明通过增强织物起球起毛区域颜色与未起球起毛区域颜色区别,如此提高采集模块的拍摄图像效果,辅助模块具备两种显色增强模式,分别基于酸碱反应显色与荧光选择性吸附原理,显著提升起毛起球区域与原始织物之间的视觉对比度。
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