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Web of Proceedings - Francis Academic Press
Web of Proceedings - Francis Academic Press

Human Target Detection and Tracking Based on Machine Vision

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DOI: 10.25236/ISMHI.2019.061

Author(s)

Yang Ai, Jing Liu, Yun Gan, Kun Li

Corresponding Author

Jing Liu

Abstract

the Detection and Tracking of Human Motion Target is an Important Content of Human Motion Vision Analysis and One of the Important Fields of Computer Vision Research. It Has a Wide Application Prospect and Great Economic Value in Intelligent Security Monitoring, Advanced Human-Computer Interaction and Detailed Analysis of Human Motion. with the Rapid Development of Artificial Intelligence Technology, It is of Great Significance to Apply Artificial Intelligence Machine Vision Technology to the Construction of Intelligent Hainan. This Paper Focused on the Detection and Tracking of Human Motion Targets under Video Surveillance of Machine Vision. First, the Image is Smoothed and Segmented by Preprocessing. Then, Binarization Background Modeling is Used to Extract the Target, and the Method Combining Histogram and Area Area is Tracked. Finally, by Extracting and Analyzing the Featrues and Movement Trajectories of the Moving Human Body, the High Recognition Rate of the Moving Human Motion Can Be Detected under Machine Vision. 1.Introduction

Keywords

Machine Vision; Target Detection; Tracking