Catadioptric single-shot rangefinder for textured map building in robot navigation

نویسنده

  • R. Orghidan
چکیده

The paper focuses on combining the advantages of both omnidirectional vision and structured light in order to obtain panoramic depth information for generating a complete 3D visual model of the surroundings of a mobile robot. The model is completed by mapping the imaged texture onto the objects through the central view point. This process is called single-shot scene reconstruction because a visual model of the scene is obtained from a single omnidirectional image. Several such reconstructions are then registered to build a 3D map of the scene while the robot is moving. The authors call this process range scan registration modelling. A mobile platform provided with a catadioptric camera coupled with an omnidirectional structured light projector was used for this purpose. Sensor calibration, image processing and experimental results are included.

برای دانلود رایگان 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

Navigation of a Mobile Robot Using Virtual Potential Field and Artificial Neural Network

Mobile robot navigation is one of the basic problems in robotics. In this paper, a new approach is proposed for autonomous mobile robot navigation in an unknown environment. The proposed approach is based on learning virtual parallel paths that propel the mobile robot toward the track using a multi-layer, feed-forward neural network. For training, a human operator navigates the mobile robot in ...

متن کامل

Vision-based navigation and environmental representations with an omnidirectional camera

This paper proposes a method for the visual-based navigation of a mobile robot in indoor environments, using a single omni-directional (catadioptric) camera. The geometry of the catadioptric sensor and the method used to obtain a bird’s eye (orthographic) view of the ground plane are presented. This representation significantly simplifies the solution to navigation problems, by eliminating any ...

متن کامل

Map Building for a Mobile Robot Equipped with a 2D Laser Rangefinder

This paper describes a method of building a map of the environment f o r a mobile robot equipped with a radial laser scanne,: This sensor radially scans in a plane parallel to the ground p m viding a two-dimensional description of the environment. From this information, the map builder produces a set of (typically) short line segments which approximate the shape of almost any kind of environmen...

متن کامل

A Navigation System for Autonomous Robot Operating in Unknown and Dynamic Environment: Escaping Algorithm

In this study, the problem of navigation in dynamic and unknown environment is investigated and a navigation method based on force field approach is suggested. It is assumed that the robot performs navigation in...

متن کامل

Range information in omnidirectional images through laser range finder

Robot map navigation and localization are challenges that, if they are to be overcome, require the solving of the data association problem for local and global features. Data fusion approaches allow highlight the advantages of two or more sensors, and complementary cooperation can be obtained. This paper presents two methods to embed depth information in omnidirectional images using the extrins...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007