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.
|Titolo:||A Method Based on the Indirect Approach for Counting People in Crowded Scenes|
|Autori interni:||CONTE, Donatello|
|Data di pubblicazione:||2010|
|Appare nelle tipologie:||4.1.2 Proceedings con ISBN|