The invention discloses an automatic large-size workpiece measurement
system based on
machine vision, and belongs to the technical field of
machine vision measurement. The automatic large-size workpiece measurement
system comprises an automatic large-size workpiece measurement hardware
system and an automatic large-size workpiece measurement
software system. The automatic large-size workpiece measurement hardware system comprises a
light source, a camera, a lens and a high-accuracy moving device. The automatic large-size workpiece measurement
software system comprises an image
preprocessing algorithm, image
data conversion modeling, a subpixel line / arc detection
algorithm based on an improved RANSAC, and dimension calculation. The large-size workpiece can be measured by the system, and thesystem fills in the blank of application of
machine vision in the field of large-size workpiece measurement. The
software system can effectively eliminate
noise and null points from an image and canrectify a non-uniform background. Production efficiency, stability and measurement accuracy of the system are improved.