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Image difference comparison method, system, and electronic device

A technology of difference comparison and comparison method, applied in the field of artificial intelligence, can solve problems such as poor robustness and accuracy, and achieve the effect of improving accuracy, robustness, speed, and optimizing network structure

Active Publication Date: 2021-01-05
创新奇智(北京)科技有限公司
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Problems solved by technology

[0003] In order to solve the technical problem of poor robustness and poor accuracy of the image comparison method in the prior art, the present invention provides a novel image difference comparison method and its system and electronic device

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  • Image difference comparison method, system, and electronic device
  • Image difference comparison method, system, and electronic device
  • Image difference comparison method, system, and electronic device

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[0031] In order to make the purpose, technical solutions and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the accompanying drawings and implementation examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0032] see figure 1 , the first embodiment of the present invention provides an image difference comparison method, the image difference comparison method includes the following steps:

[0033] Step S1, acquiring two images to be compared to be compared;

[0034] Step S2, select any one of the images to be compared, and select one of the pixels based on the convolutional neural network to establish a function f(x i ,x j ), based on the function f(x i ,x j ) to obtain the weight of the pixel in the global images to be differentially compared, and so on, until all pixels in the ...

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Abstract

The invention relates to an image difference comparison method and system, and an electronic device, and the method comprises the steps: selecting one pixel point based on a convolutional neural network to establish a function f(xi,xj) with all to-be-compared global pixels of an image, and obtaining the weight of the pixel point in the global image to be subjected to difference comparison based onthe function f(xi,xj); and further selecting a feature vector g (xj) of at least one feature pixel point and multiplying the feature vector g (xj) with the plurality of functions to output a corresponding feature map. On the basis of the method, global information can be better embodied in the output feature map, self-learning is achieved, and due to the fact that different pixel points obtain different weight values based on the global information of the to-be-differentially-compared images, the accuracy and robustness of obtaining the difference information of the two to-be-differentially-compared images based on the feature map can be improved.

Description

【Technical field】 [0001] The present invention relates to the field of artificial intelligence, in particular to an image difference comparison method, its system, and an electronic device. 【Background technique】 [0002] The existing comparison methods for finding image differences are all based on traditional image methods. According to image processing methods such as filter transformation, it is not completely correct to find out the difference between two images based on the area where the pixels of the two images change. Identify the difference area. In addition, because the existing image feature extraction is more focused on the change of pixels, it is often easy to make judgment and comparison errors due to differences in shooting angles, simple changes in position or shape of the pictures. Therefore, the existing image comparison method The robustness (Robustness) is not good, the accuracy is not good, and it is urgent to provide a new type of image difference comp...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
Inventor 张发恩吴佳洪秦永强
Owner 创新奇智(北京)科技有限公司
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