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Saeed Gholami Shahbandi

2 accepted papers

2018

Nonlinear Optimization of Multimodal Two-Dimensional Map Alignment With Application to Prior Knowledge Transfer

RA-L 2018

We propose a method based on a nonlinear transformation for nonrigid alignment of maps of different modalities, exemplified with matching partial and deformed two-dimensional maps to layout maps. For two types of indoor environments, over a dataset of 40 maps, we have compared the method to state-of

Cited by 17SourceScholar
2017

Semi-supervised 3D place categorisation by descriptor clustering

IROS 2017poster

Place categorisation; i.e., learning to group perception data into categories based on appearance; typically uses supervised learning and either visual or 2D range data. This paper shows place categorisation from 3D data without any training phase. We show that, by leveraging the NDT histogram descr…

Cited by 6SourceScholar