Similarity searching for defective wafer bin maps in semiconductor manufacturing

Abstract

Because high-dimensional wafer bin maps (WBMs) cause various features, it is difficult to search the similarity among WBMs via conventional pattern recognition methods. This study develops a novel morphology-based support vector machine for defective wafer detection. The experimental results demonstrate its usefulness in yield improvements on precision and computation cost. © 2004-2012 IEEE.