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IMAGE RECOGNITION METHOD AND DEVICE, COMPUTER DEVICE AND COMPUTER-READABLE STORAGE MEDIUM

机译:图像识别方法和装置,计算机装置和计算机可读存储介质

摘要

Provided is an image recognition method. The method comprises: performing region division on a query image and a database image; calculating logarithmic relative RGB coordinates of each pixel point in each region of the query image and the database image; clustering pixels points in each region of the query image and the database image to obtain a clustering center of each region of the query image and the database image; calculating a partial shape context character, which takes each clustering center as a reference point, for the query image and the database image respectively; according to the partial shape context character, calculating a similarity coefficient of the query image and the database image; and determining, according to the similarity coefficient, whether the query image matches the database image. Also provided is an image recognition device, a computer device and a readable storage medium. By means of the present invention, image recognition of high robustness and high anti-interference performance can be quickly realized.
机译:提供了一种图像识别方法。该方法包括:对查询图像和数据库图像进行区域划分;计算查询图像和数据库图像每个区域中每个像素点的对数相对RGB坐标;将查询图像和数据库图像的每个区域中的像素点聚类以获得查询图像和数据库图像的每个区域的聚类中心;为查询图像和数据库图像分别计算以每个聚类中心为参考点的局部形状上下文特征;根据部分形状上下文特征,计算查询图像与数据库图像的相似系数;根据所述相似系数确定所述查询图像是否与所述数据库图像匹配。还提供了图像识别设备,计算机设备和可读存储介质。通过本发明,可以快速实现高鲁棒性和高抗干扰性能的图像识别。

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