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Analysis of AI-Based Single-View 3D Reconstruction Methods for an Industrial Application

Machine learning (ML) is a key technology in smart manufacturing as it provides insights into complex processes without requiring deep domain expertise. This work deals with deep learning algorithms to determine a 3D reconstruction from a single 2D grayscale image. The potential of 3D reconstruction...

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Detalles Bibliográficos
Autores principales: Hartung, Julia, Dold, Patricia M., Jahn, Andreas, Heizmann, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460317/
https://www.ncbi.nlm.nih.gov/pubmed/36080884
http://dx.doi.org/10.3390/s22176425