Flexible packaging substrate contour, line width and line distance defect detection method, medium and equipment
A flexible packaging and contour detection technology, which is applied in the application field of image processing technology and can solve problems such as low efficiency of point-by-point traversal.
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Embodiment 1
[0088] This embodiment discloses a method for detecting the outline of a flexible packaging substrate, which can be executed on smart devices such as computers, such as figure 1 , the steps of the method include:
[0089] Step S1. Obtain the image O of the flexible packaging substrate to be detected, such as image 3 As shown in , it is used as the initial guide image; for the flexible packaging substrate image O, the variable-scale iterative guide filter is used for texture removal and edge smoothing, and the filtered image Q is obtained, as follows:
[0090] Step S11, firstly adjust the size of the selected flexible packaging substrate image O to N×N pixels, and determine the initial value r of the scale space parameter 0 :
[0091]
[0092] Among them, r 0 is the initial value of the scale space parameter, T is the total number of iterations, and N is the side length of the original image O;
[0093] Step S12, in linear form r=k(t-1)+r 0 Reduce the scale space param...
Embodiment 2
[0104] This embodiment discloses a method for detecting line width and distance defects of a flexible packaging substrate. For the flexible packaging substrate that needs to be detected, the contour image E is obtained through the method for detecting the contour of the flexible packaging substrate described in Embodiment 1; and then as follows figure 2 As shown in , perform the following steps:
[0105] Step S3, perform contour extraction on the contour image E to obtain a contour set U c , for the contour set U c Each contour in is fitted with a piecewise straight line to obtain the contour set U c The corresponding fitting line set U l =(U l1 ,U l2 … U li … U ln ), where U li Indicates the fitting straight line sequence corresponding to contour i, and n represents the number of contours; the details are as follows:
[0106] S31. For the starting point and the ending point of the contour, select p adjacent points respectively to perform coordinate smoothing processi...
Embodiment 3
[0137] This embodiment discloses a device for detecting the contour of a flexible packaging substrate, the steps of which include:
[0138] An image acquisition module, configured to acquire an image O of a flexible packaging substrate to be detected as an initial guide image;
[0139] The filtering module is used to perform texture removal and edge smoothing processing by using variable-scale iterative guided filtering for the image O of the flexible packaging substrate to obtain a filtered image Q;
[0140] The contour image generation module is used to process the filtered image Q by using the adaptive threshold segmentation algorithm of the Otsu method, and perform eight-neighborhood connection to obtain the contour image E.
[0141] For the specific implementation of the above-mentioned modules in this embodiment, reference may be made to the above-mentioned Embodiment 1, which will not be repeated here. It should be noted that the device provided in this embodiment is o...
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