一种基于间接方法的拥挤场景人口计数方法

2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance Pub Date : 2010-08-29 DOI:10.1109/AVSS.2010.86

Donatello Conte, P. Foggia, G. Percannella, M. Vento

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引用次数: 28

摘要

本文提出了一种通过建立场景特征与人数之间的映射关系来计算场景中人数的方法，避免了复杂的前景检测问题。该方法基于SURF特征和[左][右]-SVR回归量的使用，以提供该计数的估计。该算法特别考虑了由于局部遮挡和透视造成的问题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Method Based on the Indirect Approach for Counting People in Crowded Scenes

This paper presents a method for counting people in a scene by establishing a mapping between some scene features and the number of people avoiding the complex foreground detection problem. The method is based on the use of SURF features and of an [left] [right]-SVR regressor to provide an estimate of this count. The algorithm takes specifically into account problems due to partial occlusions and to perspective.

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来源期刊

2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance

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