WU Junjun, HU Guosheng. An Algorithm for Fast Visual Location with the Humanoid Robot in Indoor Environment[J]. Acta Scientiarum Naturalium Universitatis SunYatseni, 2013,52(4):7-13.
WU Junjun, HU Guosheng. An Algorithm for Fast Visual Location with the Humanoid Robot in Indoor Environment[J]. Acta Scientiarum Naturalium Universitatis SunYatseni, 2013,52(4):7-13.DOI:
Visual location is one of the most important issues in robot visual navigation. The locating efficiency has a large impact on the performance of the visual navigation. A fast visual location method is proposed: BRISK is employed as the local invariant features
the scene model based on aggregate is described and the similarity of the scenes is measured by Sorensen coefficient to avoid complex computation for efficiency. The method has been verified by simulation and experiment with a humanoid robot in indoor environment. The effectiveness is 99% and the average measuring time is 003 s (33 fps). The result demonstrates that the method has good performance in terms of effectiveness