Image fuzzy processing method of intelligent inspection system of power transmission lines based on artificial intelligence

Abstract

The invention relates to an image fuzzy processing method of an intelligent inspection system of power transmission lines based on artificial intelligence, and the method comprises the steps: obtaining gradient distribution of a standard image and a fuzzy image, calculating fuzzy degree of the images according to the difference between the gradient distribution of the standard image and the fuzzy image, enhancing the fuzzy image, and obtaining a semi-clear image; clustering the calculated gray difference data of each pixel in the blurred image and the semi-clear image, obtaining the average gray difference and the weight of each class, calculating the sum of the average gray differences of the whole image, and calculating the size of a blurred image block in combination with the average gray difference of each class so as to obtain a sliding window, and carrying out sliding window operation on the semi-clear image; and obtaining an image block corresponding to the window equal to the sum of the average gray difference as a final Patch block, calculating a blurring kernel, and deblurring the semi-clear image to obtain a clear image. When the invention is used for deblurring, the image information of the blurred image is reserved, and the subsequent over-processing on the partial region of the semi-clear image can be effectively avoided.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to an image fuzzy processing method of an artificial intelligence-based power line intelligent inspection system. Background technique [0002] With the development of the era of artificial intelligence technology, people are more dependent on power resources, so maintaining voltage stability is particularly important. In the traditional operation mode, electric workers need to regularly inspect high-voltage lines. This method not only brings a series of safety risks to electric workers, but also requires a large number of workers to complete, which consumes a large labor cost and is also relatively inefficient. [0003] At present, although professional high-voltage line inspection robots have begun to be used to replace workers for round-the-clock uninterrupted inspections, which improves efficiency and saves labor costs accordingly, the machine is greatly affected by the...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide an image fuzzy processing method based on an artificial intelligence-based transmission line intelligent inspection system, which is used to solve the problem that the prior art does not take into account the difference in the degree of blur in various places in the image, so that when the image is processed uniformly less effective problem

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