Realizing parking space recognition using template matching method based on MATLAB
Parking space recognition is an important task in intelligent transportation systems, which can help drivers quickly find available parking spaces. In this article, we will use the MATLAB programming language and template matching method to realize automatic recognition of parking spaces.
Template matching is a commonly used image processing technique that achieves target recognition by finding the area in the image that best matches a given template. In the parking space recognition task, we will use a template image of a parking space and then search for the region in the input image that is most similar to the template.
First, we need to prepare a template image of a parking space. This template image should be a frontal, clearly visible parking space image, preferably similar to the parking space in the actual scene. We can use MATLAB's image processing toolbox to load and process images.
% 加载车位模板图像
template = imread('template.jpg');
% 显示模板图像
figure;
imshow(template);