从图像处理的角度分析体育馆看台上人群的跳跃行为

A. Cigada, E. Zappa
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引用次数: 7

摘要

本文的目的是介绍一种创新的定量测量技术,至少从统计学的角度来看,这种技术对体育场看台上的人群运动的估计是有用的。作者在此提出并定义了基于图像的人的运动估计:其思想是通过分析普通摄像机或红外热像仪捕获的图像来测量人的“运动水平”。在可见光波长范围内工作的摄像机通常比热像仪具有更高的分辨率,而且便宜得多,因此它们通常更适合在白天(即在稳定的照明条件下)举行的事件中估计人们的运动;尽管如此,热像仪在某些应用中具有各种重要的优势,例如在音乐会期间;事实上,在这些情况下,灯光主要投射在艺术家身上,让观众处于几乎完全黑暗的氛围中。在这种情况下,使用普通相机通常会导致图像质量差;为此,本研究还使用了热像仪来获取跳跃人群的红外图像序列。通过这种方式,即使在光照很低的情况下也能获得更可靠的结果
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Jumping Crowd on Stadium Stands Through Image Processing to Security Purposes
The goal of this paper is to introduce an innovative and quantitative measurement technique, useful for the estimation of the people motion on stadia stands, at least under a statistical point of view. The authors propose and qualify here image based people motion estimation: the idea is to measure the "motion level" of the people through the analysis of images grabbed with common video cameras or with an infrared thermal imager. Cameras working in the visible wavelength range usually have a higher resolution than thermal cameras and are much cheaper, due to this reasons they are often preferred for the estimation of people motion in case of events held during the day (i.e. with stable lighting conditions); nevertheless thermal cameras have various important advantages in some applications, as during concerts; in these cases, in fact, lighting is mainly projected on artists, leaving the audience in an almost completely dark atmosphere. In this scenario the use of a common camera often leads to poor quality images; for this reason in this research a thermal camera has also been used, in order to acquire sequences of infrared images of the jumping crowd. In this way more reliable results can be obtained even in case of very low lighting
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