Search Results for author: Fumio Kanehiro

Found 6 papers, 6 papers with code

TransFusionOdom: Interpretable Transformer-based LiDAR-Inertial Fusion Odometry Estimation

1 code implementation16 Apr 2023 Leyuan Sun, Guanqun Ding, Yue Qiu, Yusuke Yoshiyasu, Fumio Kanehiro

A synthetic multi-modal dataset is made public to validate the generalization ability of the proposed fusion strategy, which also works for other combinations of different modalities.

Sensor Fusion

Learning Bipedal Walking for Humanoids with Current Feedback

1 code implementation7 Mar 2023 Rohan Pratap Singh, Zhaoming Xie, Pierre Gergondet, Fumio Kanehiro

Recent advances in deep reinforcement learning (RL) based techniques combined with training in simulation have offered a new approach to developing robust controllers for legged robots.

Reinforcement Learning (RL)

Instance-specific 6-DoF Object Pose Estimation from Minimal Annotations

1 code implementation27 Jul 2022 Rohan Pratap Singh, Iori Kumagai, Antonio Gabas, Mehdi Benallegue, Yusuke Yoshiyasu, Fumio Kanehiro

In many robotic applications, the environment setting in which the 6-DoF pose estimation of a known, rigid object and its subsequent grasping is to be performed, remains nearly unchanging and might even be known to the robot in advance.

Object Pose Estimation

Learning Bipedal Walking On Planned Footsteps For Humanoid Robots

1 code implementation26 Jul 2022 Rohan Pratap Singh, Mehdi Benallegue, Mitsuharu Morisawa, Rafael Cisneros, Fumio Kanehiro

To enable the application of RL policies for humanoid robots in real-world settings, it is crucial to build a system that can achieve robust walking in any direction, on 2D and 3D terrains, and be controllable by a user-command.

Reinforcement Learning (RL)

Rapid Pose Label Generation through Sparse Representation of Unknown Objects

1 code implementation7 Nov 2020 Rohan Pratap Singh, Mehdi Benallegue, Yusuke Yoshiyasu, Fumio Kanehiro

The sparse representation leads to the development of a dense model and the pose labels for each image frame in the set of scenes.

Object Pose Estimation

The 3D Linear Inverted Pendulum Mode : A simple modeling for a biped walking pattern generation

1 code implementation International Conference on Intelligent Robots and Systems 2001 Shuuji Kajita, Fumio Kanehiro, Kenji Kaneko, Kazuhito Yokoiand, Hirohisa Hirukawa

For 3D walking control of a biped robot we analyse the dynamics of a three dimensional inverted pendulum in which motion is constrained to move along an arbitrarily defined plane.

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