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DOPE++: 6D pose estimation algorithm for weakly textured objects based on deep neural networks

This paper focuses on 6D pose estimation for weakly textured targets from RGB-D images. A 6D pose estimation algorithm (DOPE++) based on a deep neural network for weakly textured objects is proposed to solve the poor real-time pose estimation and low recognition efficiency in the robot grasping proc...

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Detalles Bibliográficos
Autores principales: Jin, Mei, Li, Jiaqing, Zhang, Liguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176784/
https://www.ncbi.nlm.nih.gov/pubmed/35675352
http://dx.doi.org/10.1371/journal.pone.0269175