Stereo vision is a good sensor for mobile robots.
Reliable localization and 3D map building is possible with a calibrated stereo vision system.
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3D Map building of office-like environment
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Large Baseline Camera Motion Estimation
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General limitation of the approach: the views should be not too far from a standard setting
Possible sensor configuration