An Empirical Analysis of 3D Image Processing by using Machine Learning-Based Input Processing for Man-Machine Interaction

Joel Alanya-Beltran, Pravin Narang, Taufikin, Sunil L. Bangare, Carlos Valderrama-Zapata, Sushma Jaiswal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

The 'human-robot interface' or HRI provides multiple assistance services in a variety of real-time applications. In robotic devices, the notion of object classification by digital visualisation is predicated on the converging of a 'three-dimensional (3D)' image into a plane-based representation. During the convergence process, the projectors in multiple planes are mistaken, resulting in identification mistakes. The information processing approach, which is based on the result showed, can lessen these misidentifications in object identification. The combining indexes are found by seeing and extending the input image in all conceivable directions. A machine learning technique is utilised to ways that improve processing precision and agility. This research paper aims to evaluate the detailed analysis of 3D image processing by using machine learning for man machine interaction. In this context, secondary analysis is to be done by taking information from different journals and articles. Google scholar, ProQuest databases are used to get relevant and proper journals related to topic.

Original languageEnglish
Title of host publication2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2478-2482
Number of pages5
ISBN (Electronic)9781665437899
ISBN (Print)9781665437899
DOIs
StatePublished - 28 Apr 2022
Externally publishedYes
Event2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022 - Greater Noida, India
Duration: 28 Apr 202229 Apr 2022

Publication series

Name2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022

Conference

Conference2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022
Country/TerritoryIndia
CityGreater Noida
Period28/04/2229/04/22

Keywords

  • 'human-robot interface or HRI'
  • 3D images
  • Digital visualisation
  • dimension modelling
  • space projection

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