Auto-focusing Technology in Perpendicular Length Measurement of Video Measuring Machine
CHE Yi-feng1,YANG Guo-shun2,CHEN Li-guo1
1. School of Mechanical and Electrical Engineering, Soochow University, Suzhou, Jiangsu 215137, China
2. Aerospace Engineering Equipment Suzhou Co. Ltd, Suzhou, Jiangsu 215103, China
Abstract:The higher the auto-focusing accuracy is, the smaller the perpendicular length measurement error of video measuring machine would be. The improved Tenengrad gradient evaluation function is selected by comparing the performance indexes of definition evaluation function.The full window is selected as the focus window. A search strategy combining rough and fine focus is proposed. In rough focus, mountain climbing search algorithm combined with binary search algorithm is used. And Gaussian curve fitting method combined with global search algorithm is used in fine focus. The experimental results show that the auto-focusing algorithm has good robustness and high accuracy which can reach 5μm (1/20 depth of field), and the average focusing time is 10 seconds which can meet the real-time requirements.
Gao J Y, Gao S T, Dong M L, et al. The research of real-time focusing and inclination angle measurement on metrological ultraviolet microscope [J]. Acta Metrologica Sinica, 2017, 38 (6): 667-670.
Guo C Z, Ma Z L, Guo X, et al. Fast auto-focusing search algorithm for a high-speed and high-resolution camera based on the image histogram feature function [J]. Applied optics, 2018, 57 (34): F44-F49.
Huang D T, Wu Z Y, Liu X C, et al. A depth from defocus fast auto-focusing technology for any target [J]. Optoelectronics· Laser, 2013, 24 (4): 799-804.
Yu Z Y, Ma K, Wang Z J, et al. Auto-focusing method of imaging instrument by using weighted least squares criterion [J]. Semiconductor Optoelectronics, 2017, 38 (4): 592-597.
[6]
Sha X P, Li W C, Lü X Y, et al. Research on auto-focusing technology for micro vision system [J]. Optik, 2017, 142 (1): 226-233.
[11]
李金波. 基于机器学习的自动聚焦算法的研究 [D]. 北京: 北京交通大学, 2020.
Bi C, Hao X, Liu M C, et al. Design and establishment of the machine vision measuring system for film cooling holes [J]. Acta Metrologica Sinica, 2020, 41 (7): 775-780.
Zhou P, Hu C H, Bi C, et al. Auto focusing technology of three-axis vision measuring system [J]. Infrared and Laser Engineering, 2021, 50 (12):443-450.