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 ∈-SVR regressor to provide an estimate of this count. The algorithm takes specifically into account problems due to partial occlusions and to perspective.
A Method Based on the Indirect Approach for Counting People in Crowded Scenes
CONTE, Donatello;FOGGIA, PASQUALE;PERCANNELLA, Gennaro;VENTO, Mario
2010-01-01
Abstract
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 ∈-SVR regressor to provide an estimate of this count. The algorithm takes specifically into account problems due to partial occlusions and to perspective.File in questo prodotto:
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