We focus on the recent related work.To our knowledge, two approaches are commonly used for detecting people on a mobile robot: (1) vision-based techniques; and (2) combining vision with other modalities, normally range sensors, such as laser scanners or sonars, like in Wilhelm et al. [12], Scheutz et al. [13], Martin et al. [14].