The invention discloses an
overhead line porcelain insulator triple string
image segmentation method, which comprises the following steps: S1, shooting a target insulator at multiple angles by using an
infrared camera of an unmanned aerial vehicle to obtain
infrared images of the target insulator at multiple angles; preprocessing the plurality of
infrared images of the target insulator to obtain a target insulator image
data set; s2, based on a lightweight neural MobileNet network, improving a Clear
network model, and obtaining a lightweight MN-Clear
network model; s3, sending the target insulator image
data set obtained in the step S1 into an MN-Clear
network model for training, calling an unshielded
infrared image as an excellent value, setting the excellent value as a reference value, and storing the reference value as a correction threshold value; s4, correcting the infrared images of the target insulator at multiple angles by using the excellent values obtained by training; and S5, carrying out
image segmentation on the correction result to obtain a segmented
image segmentation result. According to the method, the
infrared image of the three-string insulator of the
overhead line can be accurately segmented.