Coverage of apple surface for adequate machine vision inspection

HH Bakker, RC Flemmer… - 2017 24th International …, 2017 - ieeexplore.ieee.org
HH Bakker, RC Flemmer, CL Flemmer
2017 24th International Conference on Mechatronics and Machine …, 2017ieeexplore.ieee.org
Automated inspection of apples requires that the entire surface of the fruit passes through
the view of at least one camera. This work uses Monte Carlo simulation to investigate the
extent of coverage of the apple surface when viewed by three four and five cameras
arranged in a plane. Each camera has a circular inspection area that is 45 to 50% of the
apple size. The number of images per apple rotation and the level of asymmetry (or
drunkenness) of the apple's roll are varied to determine their effect on the extent of surface …
Automated inspection of apples requires that the entire surface of the fruit passes through the view of at least one camera. This work uses Monte Carlo simulation to investigate the extent of coverage of the apple surface when viewed by three four and five cameras arranged in a plane. Each camera has a circular inspection area that is 45 to 50% of the apple size. The number of images per apple rotation and the level of asymmetry (or drunkenness) of the apple's roll are varied to determine their effect on the extent of surface coverage. Results for a single rotation of the apple show that complete surface coverage is not possible with three cameras and up to 30 images per rotation. Four cameras can provide complete surface coverage at 30 images per rotation and five cameras can provide complete surface coverage at 15 images per rotation. The greater the extent of surface coverage the greater the redundancy in inspection and the greater the possibility of false positives. However it is likely that several inspections of each defect will provide more secure recognition than that provided by just one sight of the defect. Increase in the drunkenness of the apple roll has a large adverse effect on the extent of surface coverage and redundancy.
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