Target detection tracking method and device, electronic equipment and storage medium

A target tracking and target detection technology, applied in character and pattern recognition, image data processing, instruments, etc., can solve the problems of incompatibility between real-time performance and accuracy

Pending Publication Date: 2021-04-13
南京市城市与交通规划设计研究院股份有限公司
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Problems solved by technology

[0004] In view of this, the purpose of the embodiment of the present application is to provide a target detection and tracking method, device, electronic equipment and storage medium, so as to improve the problem of incompatibility between real-time performance and accuracy existing in the prior art

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  • Target detection tracking method and device, electronic equipment and storage medium
  • Target detection tracking method and device, electronic equipment and storage medium
  • Target detection tracking method and device, electronic equipment and storage medium

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Embodiment Construction

[0055] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Apparently, the described embodiments are only some of the embodiments of the present application, but not all of them. Based on the embodiments of the embodiments of the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of the embodiments of the present application.

[0056] Embodiments of the present application provide a target detection and tracking method, device, storage medium, and storage medium, which relate to the technical field of video image processing, and can monitor and track various videos. The video can be a video in traffic information, or It can be the surveillance video in various occasions such as schools, enterprises, etc., and it can also be oth...

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Abstract

The invention provides a target detection tracking method and device, electronic equipment and a storage medium, and relates to the technical field of video image processing, and the method comprises the steps: obtaining a target video, detecting first types of image frames in the target video, so as to determine a target contained in each first type of image frame, updating the target template set according to the target information of the target contained in each first type of image frame, performing feature extraction on the image in the target template set to obtain an image feature set, and training a current target tracking model according to the second type of image frame in the target video and the image feature set; and obtaining the updated target tracking model. According to the invention, the frame numbers at different positions in the target video are respectively processed, and the target template set and the target tracking model are updated in real time in the detection and tracking process, so that a plurality of targets in the target video can be accurately detected and tracked in real time.

Description

technical field [0001] The present application relates to the technical field of video image processing, and in particular, to a target detection and tracking method, device, electronic equipment and storage medium. Background technique [0002] With the continuous development of economy and society, in the video image processing technology, when detecting and tracking various targets in various videos, for example, in the vehicle target in the traffic information video or in the various When detecting and tracking pedestrian targets in the surveillance video of the occasion, due to the rapid development of new artificial intelligence technologies such as neural networks and machine learning in recent years, the traditional over-reliance on people and hardware equipment has been continuously shifted to intelligent With the development of information technology, the target detection and tracking technology based on artificial intelligence has become a hot research topic. [...

Claims

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Application Information

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IPC IPC(8): G06T7/246G06K9/00
CPCG06T7/246G06T2207/20101G06V20/46G06V2201/07
Inventor 程晓明陈林钱林波杨涛周娇侯佳李旭
Owner 南京市城市与交通规划设计研究院股份有限公司
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