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Multi-target tracking method and system, computing device and storage medium

A multi-target tracking and tracking technology, which is applied in computing, image analysis, image enhancement, etc., can solve the problems of high resource consumption and long tracking time, and achieve the effect of saving operating resources and meeting accuracy

Pending Publication Date: 2021-03-30
浙江菜鸟供应链管理有限公司
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  • Application Information

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Problems solved by technology

[0003] However, algorithms with higher tracking accuracy will lead to more resource consumption and longer tracking time

Method used

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  • Multi-target tracking method and system, computing device and storage medium
  • Multi-target tracking method and system, computing device and storage medium
  • Multi-target tracking method and system, computing device and storage medium

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Embodiment Construction

[0040] In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0041] In the image recognition of image processing, in order to better perform image recognition on objects in continuous images or associated multi-frame images, a technology of tracking objects to be tracked in images has been developed. Especially when there are many objects to be tracked in each frame image.

[0042] In order to more accurately ...

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Abstract

The embodiment of the invention provides a multi-target tracking method and system, a computing device and a storage medium, and the method comprises the steps: obtaining a current frame image which comprises a plurality of to-be-tracked objects; and according to the tracking quality of the plurality of to-be-tracked objects and at least two provided tracking modes, determining the tracking modesof the plurality of to-be-tracked objects and tracking, with each tracking mode corresponding to one tracking quality. By determining the tracking modes of the plurality of to-be-tracked objects fromthe at least two tracking modes in time according to the tracking quality of the plurality of to-be-tracked objects, it can be ensured that the to-be-tracked objects with poor tracking quality can have a relatively accurate tracking effect during subsequent tracking; therefore, the tracking effect of the to-be-tracked objects in each frame of image can be maintained at a relatively good accuracy.The accuracy of the tracking effect is satisfied, and the operation resources and the tracking time are saved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a multi-target tracking method, system, computing device and storage medium. Background technique [0002] With the development of information technology, computer vision has been well developed. Computer vision enables machines to "see" things, even things that humans cannot see. Especially for the tracking of objects in the image, when the machine is tracking the object in the image, with the demand for tracking, the increase in the number of images, and the increase in the number of objects in the image, in order to improve the tracking accuracy, the tracking accuracy will be used alone. Higher algorithms track all objects in the image. [0003] However, algorithms with higher tracking accuracy will result in more resource consumption and longer tracking time. Aiming at the problems faced by the existing image tracking field, it is urgent to provide a new sol...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/246
CPCG06T7/246G06T2207/10016G06T2207/10024G06T2207/30236
Inventor 杨迪孙海洋李扬彦陈颖
Owner 浙江菜鸟供应链管理有限公司
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