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Target tracking method and device, electronic equipment and storage medium

A target tracking and target technology, applied in the computer field, can solve the problems that the tracking effect depends on the quality of target detection and affects the target tracking effect, etc.

Pending Publication Date: 2021-05-11
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Multiple Object Tracking (Multiple Object Tracking, MOT), the main task is to find an image sequence, find the moving target in the image sequence, and identify the moving target in different frames. Currently, the commonly used target tracking method, its tracking The effect depends heavily on the quality of target detection. When the effect of target detection decreases, it will also affect the target tracking effect.

Method used

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

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Embodiment Construction

[0018] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure 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 disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0019] figure 1 is a schematic diagram according to the first embodiment of the present application.

[0020] Wherein, it should be noted that the target tracking method of this embodiment is executed by a target tracking device, which can be implemented by software and / or hardware, and which can be configured in an electronic device, which can include but not Limited...

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Abstract

The invention discloses a target tracking method and device, electronic equipment and a storage medium, and relates to the technical field of computers, in particular to the technical field of artificial intelligence such as deep learning and computer vision. According to the specific implementation scheme, the method comprises the following steps: detecting a target in a video to obtain detection frame information corresponding to the target; obtaining morphological characteristics and motion characteristics of the target; determining target three-dimensional information of the target according to the detection frame information and the morphological characteristics; determining trajectory three-dimensional information of the predicted trajectory according to the target three-dimensional information in combination with the motion features; and tracking the target in the video according to the target three-dimensional information and the trajectory three-dimensional information, so that the target tracking effect can be effectively improved.

Description

technical field [0001] The present application relates to the field of computer technology, specifically to the field of artificial intelligence technology such as deep learning and computer vision, and in particular to a target tracking method, device, electronic equipment, and storage medium. Background technique [0002] Artificial intelligence is a discipline that studies the use of computers to simulate certain human thinking processes and intelligent behaviors (such as learning, reasoning, thinking, planning, etc.), both at the hardware level and at the software level. Artificial intelligence hardware technologies generally include technologies such as sensors, dedicated artificial intelligence chips, cloud computing, distributed storage, and big data processing; artificial intelligence software technologies mainly include computer vision technology, speech recognition technology, natural language processing technology, and machine learning, Deep learning, big data pro...

Claims

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Application Information

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IPC IPC(8): G06T7/246G06T7/277
CPCG06T7/246G06T7/277G06T2207/10016G06T2207/20081
Inventor 康帅苏翔博
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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