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Multi-target tracking method and device in video monitoring

A multi-target tracking and video monitoring technology, applied in the field of multi-target tracking methods and devices, can solve the problem of low effectiveness and accuracy of target tracking

Active Publication Date: 2015-08-12
BEIHANG UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The present invention provides a multi-target tracking method and device in video surveillance, fully and rationally utilizing the correlation between local targets to solve the problem of low effectiveness and accuracy of target tracking

Method used

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  • Multi-target tracking method and device in video monitoring
  • Multi-target tracking method and device in video monitoring

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Embodiment Construction

[0067] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0068] figure 1 It is a flow chart of Embodiment 1 of the multi-target tracking method in video surveillance of the present invention, as figure 1 As shown, the method of this embodiment may include:

[0069] S101. Acquire initial information of at least one target of interest from a tracking video, where the initial information includes initial position, velocity, acceleration, and feature...

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Abstract

The invention provides a multi-target tracking method and device in video monitoring. The method comprises the steps of: obtaining initial information of at least one interest object in a tracking video, wherein the initial information includes initial positions, speeds, accelerations and characteristic information; according to a sequence from big to small in characteristic saliency, selecting N0(t) interest objects from the interest objects as an initial tracking layer, wherein the N0(t) is determined by speeds and accelerations of interest objects, and the characteristic saliency is determined by the characteristic information; carrying out tracking on the N0(t) interest objects in the initial tracking layer one by one according to the initial positions of the N0(t) interest objects; and according to the correlation degree between untracked interest objects and the integral tracked objects, the untracked interest objects are selected into the next new tracking layer in sequence for tracking layer by layer. By adopting the multi-target tracking method and device in the video monitoring, the effectiveness and the accuracy of multi-target tracking are improved.

Description

technical field [0001] The invention relates to the technical field of video monitoring, in particular to a multi-target tracking method and device in video monitoring. Background technique [0002] In recent years, space-based surveillance systems have been widely used in fields such as field surveys and intelligent transportation, especially in key areas such as road safety and emergency rescue, due to their good mobility and large monitoring range. The system can obtain a large amount of intuitive on-the-spot information in a timely and effective manner, and provides strong technical support for protecting the lives and property of citizens by acquiring and processing the operation status of objects of interest in the tracking scene in real time. [0003] In the space-based surveillance system, as the core of target operating status acquisition, target tracking has always been the research focus of various surveillance technologies. The tracking process of an existing mu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/20
CPCG06T7/246G06T2207/10016G06T2207/30232
Inventor 曹先彬蒋小龙单昊天
Owner BEIHANG UNIV
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