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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Bibliographic Details
Main Authors: Sukhan Lee, Yongjun Yang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/18/6108

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