With better detection skills, robots can navigate in a more friendly fashion. Our work improves robot perception with reliable object detection, registration, and tracking techniques. Using continuously updated geometrical maps, as well as vision and laser sensors, IRIM experiments with new technologies that allow robots to combine data from different sensory inputs in order to create combined, purposeful perception.