Coarse-to-fine two-stage unconstrained license plate region accurate extraction method
A technology of license plate area and extraction method, applied in the field of license plate information recognition, can solve the problems of multiple redundant information, affecting the accuracy of license plate character recognition, etc., and achieve the effect of good input, expanding the scope of the target area, and improving the detection accuracy.
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[0055] By changing the MobileNet network structure and combining the powerful target detection capability of YOLOv3 while giving full play to its advantages of fast operation speed, the present invention proposes a two-stage unconstrained accurate license plate area extraction method from coarse to fine. YOLOv3 is used for rough positioning of the license plate area, and MobileNet extracts the vertices of the license plate in the rough positioning area. Due to the small size of the processed image, the MobileNet network can still achieve good results. The method proposed by the invention can accurately locate the vertices of the license plate in an unconstrained environment, and the detection speed is fast. Figure 1(1)~Figure 1(8) As shown, among them, the green rectangular frame in Figure 1 (1) to Figure (4) is the license plate positioning effect based on the rectangular frame, the red point in Figure (5) to Figure (8) is the vertex position of the license plate, and the yel...
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