Title :
Image-based wafer navigation
Author :
Lifshits, Michael ; Goldenberg, Roman ; Rivlin, Ehud ; Rudzsky, Michael ; Adel, Mike
Author_Institution :
Comput. Sci. Dept., Technion, Haifa, Israel
Abstract :
Microscopic imaging is used in most core technology processes where integrated circuit (IC) digital images reveal important information. We present a new method for navigation on wafers that is based on localization of microscopic eye-point images using a previously acquired wafer map. It is fast enough for in-line microscopy and robust to visual changes occurring during the manufacturing process, such as contrast variation, rescaling, rotation, and partial feature obliteration. The method uses geometric hashing, a highly efficient technique drawn from the object recognition field. This approach proved to be highly reliable when tested on typical wafer images.
Keywords :
electronics industry; image enhancement; image matching; integrated circuit manufacture; object recognition; quadtrees; contrast variation; geometric hashing; image-based wafer navigation; integrated circuit digital images; manufacturing process; microscopic eye-point images; microscopic eye-point images localization; object recognition field; partial feature obliteration; visual changes; Digital integrated circuits; Inspection; Manufacturing processes; Metrology; Microscopy; Navigation; Optical imaging; Position measurement; Process control; Semiconductor device manufacture; Geometric hashing; image matching; image-based navigation; integrated circuits manufacture; integrated circuits measurements; navigation; pattern matching;
Journal_Title :
Semiconductor Manufacturing, IEEE Transactions on
DOI :
10.1109/TSM.2004.831939