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Video-based vehicle detecting and tracking method and system

A vehicle detection, detection and tracking technology, applied in character and pattern recognition, instruments, computer parts, etc., can solve problems such as vehicle re-detection failure, and achieve the effect of improving tracking results

Active Publication Date: 2013-09-25
NEUSOFT CORP
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

But in actual situation, when the vehicle reappears after being blocked, it may have passed a long time. Changes can easily lead to failure of vehicle re-inspection

Method used

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  • Video-based vehicle detecting and tracking method and system
  • Video-based vehicle detecting and tracking method and system
  • Video-based vehicle detecting and tracking method and system

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Embodiment Construction

[0073] In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of one or more embodiments. It may be evident, however, that these embodiments may be practiced without these specific details. In other instances, well-known structures and devices are shown in block diagram form in order to facilitate describing one or more embodiments.

[0074] Specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0075] figure 1 It is a flowchart of a video-based vehicle detection and tracking method according to an embodiment of the present invention, such as figure 1 As shown, the video-based vehicle detection and tracking method provided by the present invention adopts the mechanism of combining tracking and detection, and establishes positive samples of vehicles through online learning, and at the same time reacts the results ...

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Abstract

The invention provides a video-based vehicle detecting and tracking method and system. The method comprises the steps of inputting a video containing a vehicle; detecting the vehicle in the video by means of a detector, obtaining a detection result of the vehicle, and building an online model of the vehicle according to a first-time detection result of the vehicle; tracking the vehicle in the video, and obtaining a tracking result of the vehicle; utilizing the online model of the vehicle for respectively conducting confidence coefficient calculation on the tracking result and the detecting result of the same fame, and obtaining a final detecting and tracking result according to integration of a confidence coefficient calculation result, the tracking result and the detecting result; utilizing the final detecting and tracking result for updating the online model of the vehicle and the detector through online learning. According to the video-based vehicle detecting and tracking method and system, the problems that the vehicle deforms in the tracking process and other objects shield the vehicle are solved.

Description

technical field [0001] The present invention relates to the technical field of intelligent traffic monitoring, and more specifically, to a video-based vehicle detection and tracking method and system. Background technique [0002] With the continuous development of computer technology and image processing technology, the vehicle detection and tracking method based on video technology has become the core content and key technology of intelligent transportation system. The detection and tracking method based on video technology has fast processing speed, convenient installation and maintenance and low cost. It is lower and has a wide monitoring range, which can obtain more kinds of traffic parameters. [0003] However, the current video-based vehicle tracking technology still has the following problems: [0004] 1) Occlusion problem. The occlusion problem that often occurs between pedestrians and vehicles or vehicles at intersections is the biggest problem affecting the accu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/46
Inventor 邹博李锋周晓刘玉洁
Owner NEUSOFT CORP
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