Getting the Position and the Pose Using Stereo Vision

نویسنده

  • Youngjun Kim
چکیده

Controlling a quadruped robot is a challenging problem in Robotics. In this report I present an application to get the position and the pose of the Little Dog robot using stereo vision. I built a vision system on top of the Little Dog robot and reconstructed a 3-D terrain model using a stereo camera. Then I aligned sequential 3-D models to get the position and the pose using ICP algorithm. In the future, this information will be integrated to the controller of the robot as feedback so that it can get over a tough terrain without support of motion capture system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pose Estimation for Grasping Preparation from Stereo Ellipses

This paper describes an approach for real-time preparation of grasping tasks, based on the low-order moments of the target’s shape on a stereo pair of images acquired by an active vision head. The objective is to estimate the 3D position and orientation of an object and of the robotic hand, by using computationally fast and independent software components. These measurements are then used for t...

متن کامل

3D Hand Motion Evaluation Using HMM

Gesture and motion recognition are needed for a variety of applications. The use of human hand motions as a natural interface tool has motivated researchers to conduct research in the modeling, analysis and recognition of various hand movements. In particular, human-computer intelligent interaction has been a focus of research in vision-based gesture recognition. In this work, we introduce a 3-...

متن کامل

Unaided Stereo Vision Based Pose Estimation

This paper presents the development of a lowcost sensor platform for use in ground-based visual pose estimation and scene mapping tasks. We seek to develop a technical solution using low-cost vision hardware that allows us to accurately estimate robot position for SLAM tasks. We present results from the application of a vision based pose estimation technique to simultaneously determine camera p...

متن کامل

Efficient On-Board Stereo Vision Pose Estimation

This paper presents an efficient technique for real time estimation of on-board stereo vision system pose. The whole process is performed in the Euclidean space and consists of two stages. Initially, a compact representation of the original 3D data points is computed. Then, a RANSAC based least squares approach is used for fitting a plane to the 3D road points. Fast RANSAC fitting is obtained b...

متن کامل

Rendering Optimizations Guided by Head-Pose Estimates and Their Uncertainty

In virtual environments, head pose and/or eye-gaze estimation can be employed to improve the visual experience of the user by enabling adaptive level of detail during rendering. In this study, we present a real-time system for rendering complex scenes in an immersive virtual environment based on head pose estimation and perceptual level of detail. In our system, the position and orientation of ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007