Title :
Study on the Fast Matching Location Algorithm Based on Feature Points for Wire Bonding
Author :
Kong, Fanzhi ; Wang, Yizhong
Author_Institution :
Inf. & Commun. Eng. Coll., Harbin Eng. Univ., Harbin
Abstract :
In order to increase the positioning accuracy and speed of PRS (pattern recognition system) of a wire bonder, a fast positioning method based on feature points was proposed and implemented in this paper. The feature points with translation and rotation invariance were extracted from both the eye point image and the test image with the SIFT (Scale Invariant Feature Transform) feature detector, and the rule of vector angle was used to extract the robust feature point pairs. Experimental results show that the algorithm can improve the speed and accuracy of the PRS and satisfy the requirement of automatic wire bonder.
Keywords :
feature extraction; image matching; lead bonding; transforms; fast matching location algorithm; feature detector; feature points; pattern recognition system; positioning accuracy; scale invariant feature transform; wire bonding; Assembly; Bonding; Computer vision; Detectors; Feature extraction; Image matching; Image sampling; Pattern recognition; Robustness; Wire; PRS; SIFT; feature points matching; wire bonding;
Conference_Titel :
Information Processing (ISIP), 2008 International Symposiums on
Conference_Location :
Moscow
Print_ISBN :
978-0-7695-3151-9
DOI :
10.1109/ISIP.2008.123