A multilayered approach to location recognition

Abstract

Outlined here is a framework for an autonomous mobile robot system for recognizing and mapping locations. The Scale Invariant Feature Transform is a powerful machine vision technique, but performs poorly on uniform colored or low contrast objects. We therefore set out to complement SIFT with other machine vision techniques for a robust location recognition… (More)

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