网络环境下智能监控综述

Intelligent Monitoring under Network Environment

网络环境下的智能监控在各类技术背景的支持下迅速发展了起来,广泛应用于生产制造、智能安检、图像检索、医疗影像分析等领域.与此同时,对其核心计算机视觉的研究更是处在高新技术研究领域的前沿.现今计算机视觉技术面临着语义信息描述模糊、效率低下等诸多问题.本文旨在研究网络环境下的智能监控技术的基础上,回顾并分析其发展轨迹,梳理各核心技术的内在联系并加以归纳总结,展望其发展趋势,并针对其热点研究之—视觉跟踪,特别是多摄像头协同工作的情况,进行了较为详细的介绍.

For the support of a variety of technologies, the intelligent monitoring under the network environment develops rapidly. It is widely used in manufacturing, smart security, image retrieval, medical image analysis and other fields. Meanwhile, the study of its key technology, computer vision is at the leading edge of the field of high-tech research. Currently, the computer vision technology faces many problems such as vague description of semantic information and inefficient. Based on the study of current technology of intelligent monitoring under the network environment, this article aims to review and analyze the pathway of its development, then discover and summarize the internal relations among the core technologies and try to predict the development trends of the intelligent monitoring under the network environment. Additionally, the detailed description of visual tracking, one of the hotspot studies especially the condition of multi-camera collaborative work is presenting in the article.