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Image processing method, device and equipment and storage medium

An image processing and image technology, applied in neural learning methods, instruments, biological neural network models, etc., can solve the problems of lack of robustness and low similarity accuracy, and achieve the effect of improving accuracy

Active Publication Date: 2021-01-05
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, because image capture is easily affected by the shooting environment, shooting angle, and shooting light, the pixel features extracted from different images of the same target object lack robustness, resulting in low accuracy of the similarity calculated based on pixel features. need to improve

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  • Image processing method, device and equipment and storage medium
  • Image processing method, device and equipment and storage medium
  • Image processing method, device and equipment and storage medium

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Embodiment Construction

[0028] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0029] figure 1 It is a flow chart of an image processing method provided according to an embodiment of the present application. This embodiment is applicable to the case of performing similarity calculation on an image set including multiple images to be processed. This embodiment can be executed by an image processing device configured in an electronic device, an...

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Abstract

The invention discloses an image processing method, device and equipment and a storage medium, and relates to the artificial intelligence technology, particularly to the technical field of computer vision, deep learning and intelligent transportation. According to the specific implementation scheme, the method comprises the steps of determining a similarity relationship between different images ina to-be-processed image set according to pixel features of the images in the to-be-processed image set; determining relationship characteristics of images in the to-be-processed image set according to the similarity relationship; and determining the feature similarity of the to-be-processed image set according to the relationship features. According to the invention, the accuracy of similarity calculation between the images can be improved, and a new thought is provided for similarity calculation between the images.

Description

technical field [0001] This application relates to the technical field of image processing, especially to artificial intelligence technology, and further to the technical fields of computer vision, deep learning and intelligent transportation. In particular, it relates to an image processing method, device, equipment and storage medium. Background technique [0002] With the development of artificial intelligence technology, the application fields of similarity calculation technology between images are becoming more and more extensive. For example, the vehicle re-identification system in the field of intelligent transportation applies the similarity calculation technology between images when performing target vehicle recognition on driving vehicles captured by intersection cameras. [0003] At present, when performing similarity comparison on different images in the prior art, the pixel features of each image to be compared are usually extracted to perform similarity calcul...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V20/52G06V10/40G06N3/045G06F18/22
Inventor 蒋旻悦杨喜鹏谭啸孙昊
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD