计算机视觉技术的应用与发展展望

IF 2.2 3区 工程技术 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Jasss-The Journal of Artificial Societies and Social Simulation Pub Date : 2023-01-01 DOI:10.18254/s207751800025011-1
A. Zhilenkov
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引用次数: 0

摘要

本文介绍了计算机视觉技术应用于人类活动的不同领域的例子。分析了什么是机器视觉,它与计算机视觉的区别。介绍了该技术的优点和缺点,概述了处理机器视觉的系统组件和方法,并探讨了它的应用领域。该研究显示了计算机视觉的相关性和需求,以及它在不久的将来的发展方向。机器视觉系统在监控安全协议的实施、质量管理中的应用问题被触及。在这里,机器视觉被实现为生产过程的自动视觉控制和质量控制。计算机视觉系统在交通运输中的应用,用于车辆分类、计数、交通分析、交通违法行为的检测:超速、闯红灯、不允许行人通行。这改善了道路安全。计算机视觉用于检测分心驾驶:嗜睡、做白日梦、分心;直到确定司机是否清醒为止。利用计算机视觉对大城市秩序进行监控,受到市民越轨行为判定的影响。
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Prospects for the Application and Development of Computer vision Technologies
The paper presents examples from different fields of human activity in which computer vision technology is used. It is analyzed what is machine vision, how it differs from computer vision. The advantages and disadvantages of the technology are touched upon, an overview of the system components and methods for processing machine vision is presented, and the areas in which it is applied are explored. The study shows how relevant and in demand computer vision is, as well as the ways of its progress in the near future. The issues of application of machine vision systems in monitoring the implementation of safety protocols, in quality management are touched upon. Here, machine vision is implemented as an automated visual control and quality control of production processes. The application of computer vision systems in transport for the classification of vehicles, their counting, traffic analysis, detection of traffic violations: speeding, running a red light, not allowing a pedestrian is considered. This improves road safety. Computer vision is used to detect distracted driving: drowsiness, daydreaming, distraction; up to the determination of the sobriety of the driver. The use of computer vision to monitor order in large cities is affected by determining the deviant behavior of citizens.
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来源期刊
CiteScore
7.40
自引率
9.50%
发文量
16
审稿时长
21 weeks
期刊介绍: The Journal of Artificial Societies and Social Simulation is an interdisciplinary journal for the exploration and understanding of social processes by means of computer simulation. Since its first issue in 1998, it has been a world-wide leading reference for readers interested in social simulation and the application of computer simulation in the social sciences. Original research papers and critical reviews on all aspects of social simulation and agent societies that fall within the journal"s objective to further the exploration and understanding of social processes by means of computer simulation are welcome.
期刊最新文献
Social Identity and Organizational Control: Results of an Agent-Based Simulation Unpacking a Black Box: A Conceptual Anatomy Framework for Agent-Based Social Simulation Models Conditions and Effects of Norm Internalization A Methodology to Develop Agent-Based Models for Policy Support Via Qualitative Inquiry Using Machine Learning for Agent Specifications in Agent-Based Models and Simulations: A Critical Review and Guidelines
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