Title :
Techniques and Applications for Persistent Backgrounding in a Humanoid Torso Robot
Author :
Duhon, David Walker ; Weinman, Jerod J. ; Learned-Miller, Erik
Author_Institution :
Dept. of Comput. Sci., Massachusetts Univ., Amherst, MA
Abstract :
One of the most basic capabilities for an agent with a vision system is to recognize its own surroundings. Yet surprisingly, despite the ease of doing so, many robots store little or no record of their own visual surroundings. This paper explores the utility of keeping the simplest possible persistent record of the environment of a stationary torso robot, in the form of a collection of images captured from various pan-tilt angles around the robot. We demonstrate that this particularly simple process of storing background images can be useful for a variety of tasks, and can relieve the system designer of certain requirements as well. We explore three uses for such a record: auto-calibration, novel object detection with a moving camera, and developing attentional saliency maps.
Keywords :
humanoid robots; object detection; robot vision; humanoid torso robot; object detection; persistent backgrounding; visual surroundings; Cameras; Head; Humanoid robots; Humans; Image storage; Motion detection; Object detection; Robot vision systems; Robotics and automation; Torso;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.363933