Title :
Mental imagery for a conversational robot
Author :
Roy, Deb ; Hsiao, Kai-yuh ; Mavridis, Nikolaos
Author_Institution :
Media Lab., MIT, Cambridge, MA, USA
fDate :
6/1/2004 12:00:00 AM
Abstract :
To build robots that engage in fluid face-to-face spoken conversations with people, robots must have ways to connect what they say to what they see. A critical aspect of how language connects to vision is that language encodes points of view. The meaning of my left and your left differs due to an implied shift of visual perspective. The connection of language to vision also relies on object permanence. We can talk about things that are not in view. For a robot to participate in situated spoken dialog, it must have the capacity to imagine shifts of perspective, and it must maintain object permanence. We present a set of representations and procedures that enable a robotic manipulator to maintain a "mental model" of its physical environment by coupling active vision to physical simulation. Within this model, "imagined" views can be generated from arbitrary perspectives, providing the basis for situated language comprehension and production. An initial application of mental imagery for spatial language understanding for an interactive robot is described.
Keywords :
manipulators; natural languages; robot vision; simulation; speech processing; active vision; conversational robot; face-to-face spoken conversation; interactive robot; mental imagery; mental model; object permanence; physical simulation; robotic manipulator; situated language comprehension; situated spoken dialog; spatial language understanding; Computer vision; Context awareness; Face detection; Grounding; Image converters; Manipulators; Natural languages; Navigation; Orbital robotics; Robot vision systems; Algorithms; Artificial Intelligence; Communication; Image Interpretation, Computer-Assisted; Imagination; Imaging, Three-Dimensional; Mental Processes; Natural Language Processing; Robotics; User-Computer Interface; Vocabulary, Controlled;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2004.823327