Title :
Visual servo auto-focusing using recursive weighted least-squares for machine vision inspection
Author :
Chee Hwa Chin ; Zhang, Ying ; Wen, Changyun
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Auto-focusing of an electronic camera is an important task in automated machine vision applications. In this paper, we propose a visual servo auto-focusing mechanism using a moments based focus measure. A recursive weighted least-squares focusing algorithm is developed to drive a camera to the focused position. It is shown that the proposed autofocusing scheme can guide the camera to the focused position in a fast speed regardless of the initial position and the object to be focused.
Keywords :
automatic optical inspection; least squares approximations; motion control; optical self-focusing; servomechanisms; three-term control; PID control; camera motion control; electronic camera; image moments features; machine vision inspection; recursive weighted least-squares focusing algorithm; visual servo auto-focusing; Apertures; Calibration; Cameras; Feature extraction; Focusing; Inspection; Lenses; Machine vision; Motion control; Servomechanisms;
Conference_Titel :
Electronics Packaging Technology, 2003 5th Conference (EPTC 2003)
Print_ISBN :
0-7803-8205-6
DOI :
10.1109/EPTC.2003.1271623