Mine adhesive tape tearing intelligent detecting system based on machine vision
A machine vision, intelligent detection technology, applied in the field of detection, to achieve high precision
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[0011] The invention includes an image acquisition system, an image processing system, an image analysis and recognition system, the image acquisition system is composed of a machine vision system, a light source and an ingestion system, the image processing system is composed of an image preprocessing part and an image segmentation part, and the image analysis and recognition system It consists of a feature extraction part and an understanding and recognition part.
[0012] The image preprocessing part includes grayscale, image enhancement, and image filtering preprocessing processes. Its functions are: grayscale reduces the amount of image data; image enhancement adopts the method of histogram enhancement to improve the contrast of the image; image filtering process removes uncertain noise mixed in the image while enhancing the image contrast. The image segmentation process uses different segmentation algorithms to separate the damaged tape area from the background area.
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