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IROS
2007
IEEE
168views Robotics» more  IROS 2007»
15 years 6 months ago
Collision detection in legged locomotion using supervised learning
Abstract— We propose a fast approach for detecting collisionfree swing-foot trajectories for legged locomotion over extreme terrains. Instead of simulating the swing trajectories...
Finale Doshi, Emma Brunskill, Alexander C. Shkolni...
IROS
2007
IEEE
157views Robotics» more  IROS 2007»
15 years 6 months ago
A spatio-temporal probabilistic model for multi-sensor object recognition
— This paper presents a general framework for multi-sensor object recognition through a discriminative probabilistic approach modelling spatial and temporal correlations. The alg...
Bertrand Douillard, Dieter Fox, Fabio T. Ramos
ROMAN
2007
IEEE
191views Robotics» more  ROMAN 2007»
15 years 6 months ago
Learning and Recognition of Object Manipulation Actions Using Linear and Nonlinear Dimensionality Reduction
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
Isabel Serrano Vicente, Danica Kragic, Jan-Olof Ek...
ICRA
2006
IEEE
135views Robotics» more  ICRA 2006»
15 years 5 months ago
Reality-based Needle Insertion Simulation for Haptic Feedback in Prostate Brachytherapy
- There is a strong need to improve the tools clinicians use for training in procedures such as prostate brachytherapy where the success rate is directly related to the clinicianâ€...
James T. Hing, Ari D. Brooks, Jaydev P. Desai
CRV
2005
IEEE
135views Robotics» more  CRV 2005»
15 years 5 months ago
Multi-View Head Pose Estimation using Neural Networks
In the context of human-computer interaction, information about head pose is an important cue for building a statement about humans’ focus of attention. In this paper, we presen...
Michael Voit, Kai Nickel, Rainer Stiefelhagen