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Object Pose Estimation Using Edge Images Synthesized from Shape Information

This paper presents a method for estimating the six Degrees of Freedom (6DoF) pose of texture-less objects from a monocular image by using edge information. The deep learning-based pose estimation method needs a large dataset containing pairs of an image and ground truth pose of objects. To alleviat...

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Detalles Bibliográficos
Autores principales: Moteki, Atsunori, Saito, Hideo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781246/
https://www.ncbi.nlm.nih.gov/pubmed/36559978
http://dx.doi.org/10.3390/s22249610