用于从多媒体训练器的激光发射器在投影屏幕上检测移动目标的算法和硬件工具

Yurii Krak, S. Yaremenko
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引用次数: 0

摘要

本文研究了用激光发射器创建多媒体模拟器以训练各种武器的正确使用,从而获得有针对性的高速射击技能的问题。专业软件旨在培训射击新手,提高射击训练水平,学习小武器射击的技术和规则。该软件组件由独立的软件模块组成,允许用户配置交互式射击场、创建和运行射击练习。通过投影图像上激光响应(点)的中心像素与目标像素之一的一致性来确定击中目标。请注意,激光发射器连接到真实武器上,当你扣动扳机时,屏幕上会出现一个射击点。除了使用真实武器外,还使用计算机图形工具来创建适当的虚拟环境,并在其中模拟各种情况,尽可能接近真实情况。对硬件和算法射击误差进行了研究,并开发了减少误差的方法。硬件取决于激光发射器的参数、投影屏幕的大小和特性、接收相机传感器的分辨率和特性。算法取决于所选择的算法和帧处理方法。对射击的硬件和算法误差进行了研究,并制定了减少误差的方法。对投影图像上来自激光发射器的光斑进行了分析,并对光斑的质心进行了搜索。开发并测试了一种通过图像的两阶段二值化来确定光斑质心的算法,确定了解决该问题的最佳二值化阈值。测试结果表明,所获得的精度在硬件组件的误差范围内,并且决策速度是实时执行的。
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ALGORITHMIC AND HARDWARE TOOLS FOR MOVING TARGETS DETECTION ON THE PROJECTION SCREEN FROM THE LASER EMITTER OF THE MULTIMEDIA TRAINER
The paper investigates the problems of creating a multimedia simulator with a laser emitter for training the correct use of various weapons in order to acquire the skills of targeted high-speed shooting. Specialized Software is designed to train novice shooters and improve the level of fire training in learning the techniques and rules of small arms shooting. The software component consists of separate software modules that allow the user to configure the interactive shooting range, create and run shooting exercises. Hitting the target is determined by the coincidence of the central pixel of the laser response (spot) on the projection image with one of the target pixels. Note that the laser emitter is attached to a real weapon and when you pull the trigger, a spot appears on the screen as a result of the shot. Along with the use of real weapons, computer graphics tools are used to create appropriate virtual environments and simulate a variety of situations in it, as close as possible to real conditions. Hardware and algorithmic shooting errors have been studied and methods for their reduction have been developed. Hardware depends on the parameters of the laser emitter, the size and characteristics of the projection screen, resolution and characteristics of the receiving camera-sensor. Algorithmic depends on the selected algorithm and frame processing methods. The hardware and algorithmic errors of shooting have been investigated and methods have been developed to reduce them. The analysis of the spots from the laser emitter on the projection image and the search for the centroid of the spot are carried out. An algorithm for determining the centroid of a spot through two-stage binarization of the image has been developed and tested, the thresholds of binarization that are optimal for solving the problem have been determined. The test results showed that the obtained accuracy is within the hardware component of the error, and the speed in decision-making is performed in real time.
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Journal of Automation and Information Sciences
Journal of Automation and Information Sciences AUTOMATION & CONTROL SYSTEMS-
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审稿时长
6-12 weeks
期刊介绍: This journal contains translations of papers from the Russian-language bimonthly "Mezhdunarodnyi nauchno-tekhnicheskiy zhurnal "Problemy upravleniya i informatiki". Subjects covered include information sciences such as pattern recognition, forecasting, identification and evaluation of complex systems, information security, fault diagnosis and reliability. In addition, the journal also deals with such automation subjects as adaptive, stochastic and optimal control, control and identification under uncertainty, robotics, and applications of user-friendly computers in management of economic, industrial, biological, and medical systems. The Journal of Automation and Information Sciences will appeal to professionals in control systems, communications, computers, engineering in biology and medicine, instrumentation and measurement, and those interested in the social implications of technology.
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