基于边缘计算的视频背景重建方法

基于当前物联网技术的应用趋势,论文研究了一种基于边缘计算的视频背景重建的方法,结合城市道路交通车流量实时监测的应用需求,通过实际的车流量视频数据进行算法的验证。同时,论文基于OpenCV构建边缘计算机器视觉应用引擎,将基于视频背景重建的算法向嵌入式实时处理系统移植,从而探索出通用机器视觉算法在边缘计算侧实现功能应用的方法,使得以模块化、软硬件系统低耦合度思想研发机器视觉应用成为可能。

The Method of Video Background Reconstruction Based on Edge Computing

Based on the current application trend of internet of things technology,this paper studies a method of video background reconstruction based on edge computing.Combined with the application requirements of urban road traffic flow real-time monitoring,the paper verifies the algorithm through actual video data of traffic flow.At the same time,this paper constructs the edge computing machine vision application engine based on OpenCV,transplants the algorithm based on video background reconstruction to the embedded real-time processing system,and explores the method of realizing the functional application of general machine vision algorithm in the edge computing side,which makes it possible to study and develop machine vision applications with the idea of modularization and low coupling of software and hardware systems.