Visualizing particles from human model to estimate the posture

Human Posture Estimation in Teleoperation

Visualizing particles from human model to estimate the posture

Human Posture Estimation in Teleoperation

Human posture estimation has been a challenging research problem and many solutions has been suggested for different applications. Mainly, marker-based motion capture system and markerless camera-bases systems are the most common methods to estimate human posture. Marker-based solutions are usually more accurate however they require a long preparation time for setting up markers and calibration of MoCap systems. Markerless approaches are more convenient since they does not requires attaching markers on human body. Both of those methods are based on using cameras and have many limitation in real applications. with the recent developments in physical human-robot interaction, estimating human posture is a demanding task specially in ergonomics and safety analysis, and adaption of robot motion based on human posture and motion. In this project we propose a novel method to estimate human posture in teleoperation. We believe that in physical interaction between human and the robot, only knowing the robot’s trajectory is adequate to estimate the human’s posture. We model the problem as a partially-observable dynamic model and use filtering and smoothing approaches to solve the problem.

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Amir Yazdani
PhD Candidate in Robotics

Publications

Ergonomics and human comfort are essential concerns in physical human-robot interaction applications, and common practical methods …

Ergonomic assessment of human posture plays a vital role in understanding work-related safety and health. Current posture estimation …

Ergonomics and human comfort are essential concerns in physical human-robot interaction (p-HRI) applications such as teleoperation. We …

Talks

Ergonomics and human comfort are essential concerns in physical human-robot interaction (p-HRI) applications such as teleoperation. We …

Ergonomic analysis of human posture plays a vital role in long-term, work-related safety and health. Since application of physical …