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Figure 7 shows the results of the three stages of (a) background subtraction, (b) white part extraction, (c) binarization, (d) image subtraction, and (e) image closing in the different RGB planes.
After the subtraction operation, the object image is obtained and the gates in the foreground image are extracted. The extracted gates are compared with the white part extracted in the previous process. If there is a match, the gates are rotated right and merged with the white part.
After image subtraction, the output foreground image is obtained. Then, the image subtraction output is compared with the white color part extracted by the image subtraction operation in the previous step and after filtering the noise, the white part is obtained. However, the gates of Taiwan are often surrounded by black objects and the white part needs to be rotated right. After that, the white part is merged with the rotation results. Finally, in the closing operation, the shape of the final output is obtained after a lengthy and laborious procedure. The size of the image of Taiwan is usually large, so the size of the result of the closing operation is limited. After the elongated size of the white part is close to the closing size, the shape of the opening is generated as the result of the image closing operation. The final output opening of the output image is thus obtained.
Figure 7 demonstrates the process of the image subtraction. In this figure, the gate is represented by the input image, the background is represented by the background image, and the output is represented by the output image. First, the background image and input image are subtracted according to the formula: output = input - background. Then, we can obtain the gates by thresholding the output image. In addition, it can be seen that the gates are colored by a red color and the background is colored by a black color. Thus, the gates can be considered as the red parts in the output image. Figure 7a represents the background subtraction in the R plane. Figure 7b denotes the result of the background subtraction in the G plane. Figure 7c expresses the result of the background subtraction in the B plane. Figure 7d is the result after the summation and binarization of Figure 7b,c. Figure 7e is the output after thresholding, and Figure 7f is the output after the gates extraction process. From Figure 7e, the gates can be seen as the red parts. Thus, the gates can be considered as the red parts in the output image. The following section describes the process of extracting and extracting the railway gate in detail. 827ec27edc