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Method and device for identifying object in image, storage medium and electronic device

An image and object technology, applied in the field of image processing, can solve the problem of low recognition accuracy

Pending Publication Date: 2020-10-30
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for recognizing objects in images, a storage medium, and an electronic device, so as to at least solve the technical problem of low accuracy in object recognition in images in the prior art

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  • Method and device for identifying object in image, storage medium and electronic device
  • Method and device for identifying object in image, storage medium and electronic device

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Embodiment Construction

[0019] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0020] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

The invention discloses a method and device for identifying an object in an image, a storage medium and an electronic device. The method comprises the following steps: acquiring a first image and a second image; inputting the first image and the second image into a target neural network model to obtain a first feature map of the first image and a second feature map of the second image; processingthe first feature map of the first image and the second feature map of the second image through the target neural network model, and obtaining identification results, wherein the identification resultis used for indicating that the first object in the first image and the second object in the second image set are the same object or different objects, so the pedestrian re-identification is realizedbased on the occlusion data, and the identification effect under the occlusion condition is improved by using the complete unoccluded data, so the technical problem of relatively low accuracy of object identification in the image in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of image processing, in particular to a method and device for recognizing objects in an image, a storage medium and an electronic device. Background technique [0002] Pedestrian re-identification (Person re-identification abbreviation ReID) technology is a technology that uses computer vision technology to retrieve specific pedestrians in the image library or video library, and is widely used in intelligent monitoring, security and other fields. In the actual scene, the captured pedestrians are easily blocked by various static or dynamic objects, and due to the different capture angles and the large changes in the perspective and posture of the pedestrians themselves, as well as the light caused by the weather and time, etc. Changes and so on will have a relatively large impact on the final effect of pedestrian re-identification. [0003] At present, the leaf occlusion pedestrian re-identification method and...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06V40/103G06N3/045G06F18/22G06F18/214G06F18/24
Inventor 吴翠玲
Owner ZHEJIANG DAHUA TECH CO LTD