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Progressive Deep Learning Framework for Recognizing 3D Orientations and Object Class Based on Point Cloud Representation †

Deep learning approaches to estimating full 3D orientations of objects, in addition to object classes, are limited in their accuracies, due to the difficulty in learning the continuous nature of three-axis orientation variations by regression or classification with sufficient generalization. This pa...

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Detalles Bibliográficos
Autores principales: Lee, Sukhan, Yang, Yongjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468838/
https://www.ncbi.nlm.nih.gov/pubmed/34577315
http://dx.doi.org/10.3390/s21186108