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Ninghang Hu

2 accepted papers

2016

Human intent forecasting using intrinsic kinematic constraints

IROS 2016poster

The performance of human-robot collaboration tasks can be improved by incorporating predictions of the human collaborator's movement intentions. These predictions allow a collaborative robot to both provide appropriate assistance and plan its own motion so it does not interfere with the human. In th…

Cited by 12SourceScholar
2015

A hierarchical representation for human activity recognition with noisy labels

IROS 2015poster

Human activity recognition is an essential task for robots to effectively and efficiently interact with the end users. Many machine learning approaches for activity recognition systems have been proposed recently. Most of these methods are built upon a strong assumption that the labels in the traini…

Cited by 5SourceScholar