Real-time defect inspection of textured surfaces

被引:32
作者
Baykut, A [1 ]
Atalay, A [1 ]
Erçil, A [1 ]
Güler, M [1 ]
机构
[1] Bogazici Univ, Dept Ind Engn, TR-80815 Bebek, Turkey
关键词
Defects - Digital signal processing - Inspection - Markov processes - Mathematical models - Real time systems;
D O I
10.1006/rtim.1998.0153
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Texture analysis plays an important role in the automated visual inspection of textured images to detect their defects. For this purpose, model-based and feature-based methods are implemented and tested for textile images in a laboratory environment. The methods are compared in terms of their success rates in determining the defects. The Markov Random Field model is applied on different DSP systems for real-time inspection. (C) 2000 Academic Press.
引用
收藏
页码:17 / 27
页数:11
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