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IROS
2009
IEEE
138views Robotics» more  IROS 2009»
15 years 6 months ago
Using eigenposes for lossless periodic human motion imitation
— Programming a humanoid robot to perform an action that takes the robot’s complex dynamics into account is a challenging problem. Traditional approaches typically require high...
Rawichote Chalodhorn, Rajesh P. N. Rao
ICMI
2009
Springer
162views Biometrics» more  ICMI 2009»
15 years 6 months ago
Multi-modal features for real-time detection of human-robot interaction categories
Social interactions unfold over time, at multiple time scales, and can be observed through multiple sensory modalities. In this paper, we propose a machine learning framework for ...
Ian R. Fasel, Masahiro Shiomi, Pilippe-Emmanuel Ch...
RAS
2002
115views more  RAS 2002»
14 years 11 months ago
Performance evaluation and optimization of human control strategy
Modeling human control strategy (HCS) is becoming an increasingly popular paradigm in a number of different research areas, ranging from robotics and intelligent vehicle highway s...
Yangsheng Xu, Jingyan Song, Michael C. Nechyba, Ye...
BIOADIT
2004
Springer
15 years 5 months ago
Movement Generation and Control with Generic Neural Microcircuits
Abstract. Simple linear readouts from generic neural microcircuit models can be trained to generate and control basic movements, e.g., reaching with an arm to various target points...
Prashant Joshi, Wolfgang Maass
PAMI
2000
113views more  PAMI 2000»
14 years 11 months ago
Hierarchical Discriminant Regression
This paper presents a new technique which incrementally builds a hierarchical discriminant regression (IHDR) tree for generation of motion based robot reactions. The robot learned...
Wey-Shiuan Hwang, Juyang Weng