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Simplification of Continuous Chains in 3D CAD Models for Industrial AR Applications

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The use of Augmented Reality (AR) devices like HoloLens has gained significant acceptance for training assembly line operators in various industries. When employing Computer-Aided Design (CAD) models to create assembly line instructions for training purposes, preserving all redundant information becomes unnecessary. Utilizing simplified CAD models leads to improved run-time performance of the applications in which they are employed. This paper introduces a novel solution to simplify CAD models by identifying continuous chains within the CAD model, with the help of deep learning techniques. The proposed method makes it possible to suppress such features that do not impede visualization when removed.

Original languageEnglish
Title of host publicationProceedings - 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023
EditorsSergiu Nedevschi, Rodica Potolea, Radu Razvan Slavescu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages171-176
Number of pages6
ISBN (Electronic)9798350370355
DOIs
Publication statusPublished - 1 Jan 2023
Event19th IEEE International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023 - Cluj-Napoca, Romania
Duration: 26 Oct 2023 → 28 Oct 2023

Publication series

NameProceedings - 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023

Conference

Conference19th IEEE International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023
Country/TerritoryRomania
CityCluj-Napoca
Period26/10/23 → 28/10/23

Keywords

  • Augmented reality (AR)
  • Continuous chains
  • Deep learning
  • Simplified CAD Models

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