危险识别系统是基于对视场完整性的破坏和光照强度变化对视频图像的识别

Tojiyev Maruf
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引用次数: 0

摘要

在全球范围内,由火灾引起的悲剧性事件越来越多,给人们的生命和财产造成了损失。由于传统火灾探测系统的虚警率有时过高,人们对采用计算机视觉技术的自动探测系统的需求日益增长,以减少火灾造成的损失。但由于不同的情况会导致误检,难以实时使用。在火灾探测领域,提出了一种利用目标的多重时空信息的算法来解决这一问题。颜色、亮度和运动数据被用来生成合适的火灾探测算法。本文在开发基于视场完整性违规和视频图像光强变化的危害检测系统的过程中,提出了运动检测、颜色检测和视场完整性违规检测的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hazard recognition system based on violation of the integrity of the field and changes in the intensity of illumination on the video image
Globally, the number of tragic events caused by fires is increasing, causing damage to people’s lives and properties. As the false alarm rate of conventional fire detection systems is sometimes too high, there is a growing demand for automatic detection system using computer vision technology to reduce the damage caused by fire disaster. But it is difficult to use in real time due to false detections caused by different situations. In the field of fire detection, an algorithm using multiple temporal and spatial information of the object is proposed to solve this problem. Color, luminance and motion data are used to generate the appropriate fire detection algorithm. In this article, in the development of a hazard detection system based on field integrity violations and light intensity changes in the video image, we have presented the methods of motion detection, color detection, and detection of field integrity violations.
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