热监控系统中实时运动检测的多核dsp热图像序列处理

Snezhana Pleshkova-Bekyarska, Al. Bekyarski
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引用次数: 0

摘要

物体或人的运动检测是视觉和热视觉监控系统中的一项重要操作。运动检测操作的执行速度和准确性是一个实际工作监控系统的主要特征。因此,本文的目标是开发一个适合于实时物体或人的运动检测和跟踪的多核DSP热图像序列处理模块,并在此展示该开发的实验结果。多核DSP模块的开发基于赛灵思模块Zynq-7000全可编程SoC。本文提出的热图像运动检测算法首先利用OpenCV库函数进行图像处理建模,然后利用Xilinx Vivado HLS视频库在Xilinx Zynq-7000模块中加速实现热图像运动检测算法。本文的实验结果表明,该算法能够实时检测热图像中物体或人的运动,并将结果用于热图像中物体和人跟踪的整个热视觉监控算法的下一步工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multicore DSPs thermal image sequence processing for real time motion detection in thermal surveillance system
Motion detection of objects or people is an important operation in visual and also in thermo visual surveillance systems. From speed of execution and accuracy of motion detection operation strongly are depended the main characteristics of a real working surveillance system. Therefore, the goal of this article is to develop of a multicore DSP thermal image sequence processing module suitable for real time objects or people motion detection and tracking and also to present here the experimental results from this development. The development of multicore DSP module is based on Xilinx module Zynq-7000 All Programmable SoC. The proposed algorithm of motion detection in thermal images is first modeled using OpenCV library functions for image processing, and then the algorithm is accelerating using Xilinx Vivado HLS Video Libraries to implement the algorithm of motion detection in thermal images in Xilinx module Zynq-7000. The presented in this article experimental results show the ability to detect in real time motions of objects or people in thermal images and to use the results for next steps of a whole algorithm for thermo visual surveillance - objects and people tracking in thermal images.
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