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members:sturmju:research:tactile [2011/07/12 11:24] sturmju |
members:sturmju:research:tactile [2012/01/20 12:01] (current) |
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====== Tactile Sensing ====== | ====== Tactile Sensing ====== | ||
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In particular for robotic manipulation | In particular for robotic manipulation | ||
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reveal relevant aspects about the object being manipulated, | reveal relevant aspects about the object being manipulated, | ||
example, to infer its identity, pose, and internal state. | example, to infer its identity, pose, and internal state. | ||
+ | |||
+ | ==== Tactile object recognition using the bag-of-features approach ==== | ||
Our approach uses the bag-of-features model that we apply to object | Our approach uses the bag-of-features model that we apply to object | ||
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<iframe width=" | <iframe width=" | ||
</ | </ | ||
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+ | ==== Estimating the internal state of containers ==== | ||
+ | We investigated features that describe the | ||
+ | dynamics in the tactile response while the robot is | ||
+ | grasping or manipulating an object. As we showed, the dynamic | ||
+ | components of the tactile signal can be used to infer several aspects of the internal state | ||
+ | of an object. For example, these features allow a robot to | ||
+ | detect whether a grasped bottle contains liquid and whether its cap | ||
+ | has been properly closed. This information is highly relevant for | ||
+ | domestic robots that fulfill service tasks such as tidying up. | ||
+ | |||
+ | |||
====== Related Publications ====== | ====== Related Publications ====== | ||
- | <php> | + | <bibtex> |
- | $options=array( | + | <author> |
- | "author"=>"J. Sturm", | + | <topic> |
- | " | + | </bibtex> |
- | ); | + | |
- | showbib($options); | + | |
- | </php> | + |