Aviation plug field static image detection algorithm

Abstract

The invention relates to an aviation plug field static image detection algorithm. The aviation plug field static image detection algorithm performs fault diagnosis by using an image processing technique, and can solve the fault detection problem that important devices need to plug a large number of aviation plugs on the field. The aviation plug field static image detection algorithm includes the following steps: 1) performing hierarchical clustering on images of an aerial plug, and ending clustering of each layer by using customized discriminating conditions; 2) according to the coordinates ofa pin, identifying parameters: the rotation angle, the distance between the horizontal axes and the distance between the longitudinal axes of adjacent pins; and 3) according to the obtained parameters, converting a template, calculating the difference between the coordinates of the pin of the converted template and the coordinates of the pin of the plug, and when the difference is larger, determining that the pin has a fault. The basic idea of the aviation plug field static image detection algorithm is only to segment an original image through multiple times of clustering instead of converting the original image so as to estimate the posture parameter of the plug and then convert the standard template of the plug so as to match the positional error of each pin, thus avoiding causing a pixel error due to conversion of the original image, and effectively reducing the false drop rate.

Description

technical field [0001] The invention relates to an image detection method in the field of pattern recognition, in particular to an on-site static image detection algorithm of an aviation plug. Background technique [0002] Electrical connectors are an essential basic electromechanical component in various engineering systems. They are used to realize the transmission and control of electrical signals, as well as the connection between electronics and electricity. They have a wide range of applications. Circular electrical connectors are usually also called aviation plug. Many important equipments require a large number of connectors to be inserted temporarily on site, most of which are aviation plugs. In order to prevent mistakes in the plugging process, the operator who performs the plugging is required to first visually check whether the plug of the connector has bent or broken pins, and whether the socket is blocked, and then check the plug, socket, and socket before and...

AI Technical Summary

Problems solved by technology

[0004] At present, some image-based fault detection algorithms are image transformations, but this method will cause distortion of the initial image pixels, which may lead to errors in detection results. The present invention does not transform the original image but only transforms the plug standard template for fault detection. , the plug standard template is a data set including the position of the pin head, the radius of the pin, the length of the pin shaft and the radius of the chassis

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