One-shot visual appearance learning for mobile manipulation

We describe a vision-based algorithm that enables a robot to robustly detect specific objects in a scene following an initial segmentation hint from a human user. The novelty lies in the ability to ‘reacquire’ objects over extended spatial and temporal excursions within challenging environments base...

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Bibliographic Details
Main Authors: Walter, Matthew R., Friedman, Yuli, Antone, Matthew, Teller, Seth
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Sage Publications 2012
Online Access:http://hdl.handle.net/1721.1/73543