A new kinect-based target pedestrian trajectory tracking method

Abstract

The purpose of the present invention is to develop a gait recognition and classification system, which aims to help the security department identify suspicious persons who have appeared from a large number of surveillance videos, track the target pedestrian, and then determine the range of action of the person. The security department cracked the case and provided clues. It can be realized in the following way: establish a gait database, open the skeleton tracking function of the SDK, write a WPF program to obtain the gait features, obtain the feature vector data of the gait features, output these data to a txt text file, and output the bones passing through at the same time Track the calibrated color image and the color video stream at the same time; develop a gait recognition classification system, develop a classification recognition system through C++, and use the improved nearest classification algorithm to achieve system classification; track the target pedestrian, according to the identified The target gait data at the same time is used to find the video segment where the target pedestrian is at the same time.

Description

technical field [0001] The invention relates to the design of an intelligent monitoring system for human body recognition. Specifically, a human body gait database is firstly established, and then a classification and recognition system is developed to inquire target pedestrians to track their tracks. Background technique [0002] Trajectory tracking of target pedestrians can not only help the security department identify suspicious persons who have appeared from a large number of surveillance videos, but also determine the range of action of the person, providing clues for the security department to detect cases. [0003] However, nowadays most of the trajectory tracking of target pedestrians adopts the traditional tracking processing algorithm directly for video, which greatly increases the complexity of video processing, and often cannot track the trajectory of target pedestrians in time in practical applications. Contents of the invention [0004] The purpose of the pr...

AI Technical Summary

Problems solved by technology

[0003] However, nowadays most of the trajectory tracking of target pedestrians adopts the traditional tracking processing algorithm directly for video, which greatly increases the complexity of video processing, and in practical applications, it is often impossible to track the trajectory of target pedestrians in time

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