Manufacturing speed and quality are essential to wafer manufacturing. Machine vision has been widely used in semiconductor industry, which involves detections of appearance, defect, size, quantity, flatness, spacing, positioning, calibration, solder joint, bending, wafer dimension, scribing location, cutting location, foreign matter, IC pin flatness, SMD packaging, character recognition, etc.