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A Combination of Monocular CCD Camera and Inertial-sensor as Hybrid Vision Inertial-Navigation For Range Estimation

Salah Derrouich, Kiichiro Izumida, Kazuhisa Shiiya, Okihiko Ishizuka

Year
2003
Citations
3
Access
Open access

Abstract

The problem under consideration centers on building a three-dimensional description of the unprepared environment of an autonomous mobile robot. In an image sequence, tracking is to be performed after image rectification. This intermediate process minimizes the token relative displacements between two frames and simplifies the tracking phase, because it reduces the disparity between two relative tokens and thus simplifies the matching process. In this paper we present a new hybrid approach to range estimation that combine inertial and visual based technologies; this allows us to calculate the image-space distance between the robotic head and 3D tokens.Two frames from the image sequence obtained from passive-target-tracking system, moving CCD video camera, will represent a set of data with the output of the inertial-tracking system, that report the relative changes of orientations and accelerations between the two frames. By integrating these data in our algorithm the image-space distances of different 3D points was estimated theoretically and experimentally.

Keywords

Computer visionArtificial intelligenceComputer scienceInertial frame of referenceProcess (computing)Tracking (education)Monocular visionMatching (statistics)Mathematics

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