Method for extracting movement track based on PTZ mobile camera

A technology of motion trajectory and extraction method, applied in image analysis, image data processing, instruments, etc., can solve the problems of camera mechanical error and improve the difficulty of camera, and achieve the effect of high flexibility, good real-time performance and low additional complexity

Active Publication Date: 2012-12-12
SHANGHAI JIAO TONG UNIV +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The technical effect that this patented technology allows for capturing images from moving objects around while maintaining their position within an area by analyzing them' movements over time. This makes it easier than previous methods because they only needed one sensor per frame instead of multiple sensors at once.

Problems solved by technology

This patents describes how abnormal behaviors occur frequently during human activities such as driving at nights or navigating around obstacles like trees. These movements make up about 70%-85% of all traffic accidents worldwide - making them one of the main causes behind road crashes and injuries among drivers' passengers. Current solutions involve analyzing images from surveillance devices attached onto vehicles, which requires expensive equipment and trained operators who manually adjust the imagery settings accordingly.

Method used

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  • Method for extracting movement track based on PTZ mobile camera
  • Method for extracting movement track based on PTZ mobile camera
  • Method for extracting movement track based on PTZ mobile camera

Examples

Experimental program
Comparison scheme
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Embodiment

[0046] This embodiment includes the following steps:

[0047] The first step is to detect the target object through the PTZ mobile camera and the pedestrian detection method. Based on the detected target object, the PTZ moving camera will turn the corresponding angle so that the target object is always in the middle of the image captured by the camera. In this way, the PTZ mobile camera can always keep track of the target object.

[0048] In this embodiment, it is preferable to use an outline-based pedestrian detection method to detect pedestrian targets, and use an improved particle filter algorithm to keep track of target objects in each frame.

[0049] The angle required to move the PTZ moving camera is determined according to the position of the pedestrian target in the image. By fixing the rotation speed of the camera and controlling the rotation time of the camera, the rotation angle of the camera can be controlled more accurately.

[0050] In the second step, based on...

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Abstract

The invention provides a method for extracting a movement track based on a PTZ mobile camera. A target object is detected through the PTZ mobile camera and a pedestrian detection program; the mobile camera rotates at a corresponding angle, so that the target object is at the middle position of an image captured by the camera all the time, and keeps tracking the target object. The position of the target object in the current image in a current coordinate system can be calculated on the basis of size information of the target object and the information of angle change of the PTZ mobile camera, so as to determine the coordinate of the target object in the total coordinate system, namely the position in a global environment; finally, the unreliable data point is removed through a filter function, and correct position points are connected to form the movement track of the global environment. The method disclosed by the invention is high in precision and high in speed, and the extraction effect on the movement track is better than that of the existing method.

Description

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Claims

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Application Information

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Owner SHANGHAI JIAO TONG UNIV
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