Real-time Texture Error Detection

TL;DR

This paper presents an improved real-time method for detecting texture errors in textile production, specifically targeting mono-color 3D textured fabrics, addressing the challenges of complex 3D textures.

Contribution

It introduces a novel approach tailored for real-time detection of 3D mono-color texture errors in textiles, advancing beyond existing 2D methods.

Findings

Effective real-time detection of 3D texture errors

Enhanced accuracy for mono-color textured fabrics

Applicable to industrial textile production environments

Abstract

This paper advocates an improved solution for real-time error detection of texture errors that occurs in the production process in textile industry. The research is focused on the mono-color products with 3D texture model (Jaquard fabrics). This is a more difficult task than, for example, 2D multicolor textures.