Machine vision algorithms for semiconductor wafer inspection: a project with Inspex

被引:6
|
作者
Chen, CH [1 ]
Cheng, TH [1 ]
Wu, WT [1 ]
Driscoll, SA [1 ]
机构
[1] Univ Massachusetts, Dept Elect & Comp Engn, N Dartmouth, MA 02747 USA
关键词
machine vision; light intensity alignment; wavelet-based approach; feature extraction; segmentation; defect extraction; algorithms for wafer inspection;
D O I
10.1117/12.326963
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With increased demand for reliable and automated semiconductor wafer inspection, machine vision techniques are much needed for defect extraction and identification and pre- & post-processing operations. The wavelet-based approach is emphasized in this paper for its capability to meet different needs in wafer inspection. The algorithms involved are illustrated by using a number of wafer inspection images.
引用
收藏
页码:221 / 228
页数:8
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