The invention discloses a non-contact measurement method, device and
system for a
hinge angle of a rodless aircraft
traction system, and the method comprises the steps: installing an industrial
photogrammetry camera on a central axis of a
tractor, guaranteeing the camera to be horizontal with the ground, employing the camera to
shoot the rotation characteristics of an aircraft in a traction operation process, and obtaining a non-contact measurement result through pre-training a YOLOv8n-seg neural network; the method comprises the following steps: performing
mask segmentation on an aircraft in an image, performing graying
processing after
type conversion to output the image, applying an
edge detection operator to obtain specific coordinate information of an aircraft contour, performing
Gaussian filtering and abnormal edge
processing to obtain optimized contour coordinates, and performing
ellipse fitting to obtain measured
hinge angle information. By combining an advanced
image processing technology and a
machine learning
algorithm, non-
contact high-precision measurement of the
hinge angle of the aircraft
traction system is realized, and the method has the advantages of visual and convenient measurement result reading and high
automation degree, and is suitable for an automatic and intelligent aircraft traction operation environment.