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Object recognition and localization from 3D point clouds by maximum-likelihood estimation

We present an algorithm based on maximum-likelihood analysis for the automated recognition of objects, and estimation of their pose, from 3D point clouds. Surfaces segmented from depth images are used as the features, unlike ‘interest point’-based algorithms which normally discard such data. Compare...

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Detalles Bibliográficos
Autores principales: Dantanarayana, Harshana G., Huntley, Jonathan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5579071/
https://www.ncbi.nlm.nih.gov/pubmed/28878956
http://dx.doi.org/10.1098/rsos.160693