Research on Keyhole Diameter’s Vision Measurement Based on Parallel Technology
Abstract: A keyhole diameter
of the cartridge’s measurement based on machine vision is a part of the
cartridge’s geometry measurement system, according to the system requirements,
to complete the measurement within 5 seconds. A Image Collection System was
constructed using computer, CCD camera, LED source, meanwhile a measurement
system was compiled by C# on VS2010 platform based on machine vision. Use the
Otsu algorithm to extracts the keyhole’s edge and near the pixels in order to
reduce the computational Canny operator, and use parallel computing in the
Canny operator to improve computing speed purposes. Use QueryPerformanceCounter
timer for each module timing Canny operator, Canny operator improved
computation time is reduced from the original 6s to nearly a hundred ms
improved. Meet the time requirements of cartridge geometry measurement system,
and other machine vision in which the project can be widely used.
Keywords: machine vision;
trigger keyhole detection; edge detection; sub-pixel; threshold calculation
Author: Zhang Chuan-chuan,
Zeng Zhi-qiang, Wang Jun-yuan, Du Wen-hua
Journal Code: jptkomputergg140088
