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Automatic human head location for pedestrian counting

机译:自动人体头部位置为行人计数

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Accurate, real time data relating to the flow of pedestrians in open spaces is useful for the effective management of those same open spaces. Currently, most measurement algorithms are based on motion analysis. Although motion analysis can be practically simple, it is not suitable in many complicated situations, such as counting people on an escalator or a moving walkway, something which is demanded by many end users. The work here presents a new method for this application of counting pedestrians against a dynamic background using image processing techniques. The work presented here represents a significant advancement over work previously published. A model-specified directional filter (MDF) is used to detect object candidate locations followed by a novel matching process to identify the pedestrian head positions in an image even with complicated contents.
机译:准确的,与开放空间中的行人流有关的实时数据对于这些相同的开放空间的有效管理是有用的。目前,大多数测量算法基于运动分析。虽然运动分析可以实际上是简单的,但在许多复杂的情况下不适合,例如计数自动扶梯或移动人行道上的人,这是由许多最终用户所需的东西。这里的工作介绍了使用图像处理技术将行人算入动态背景的这种新方法。这里提出的工作代表了以前发表的工作的重要进步。模型指定的定向滤波器(MDF)用于检测对象候选位置,后跟一个新颖的匹配过程,以便即使具有复杂的内容,也可以识别图像中的行人头位置。

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