Open Augmented Reality System for Mobile Markerless Tracking

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Abstract

The aim of this work is to present an open solution for building an Augmented Reality (AR) system without using any existing SDK. The proposed approach relies upon 2D planar object recognition for mobile real-time tracking applications. The transformation relating the world and the camera coordinate systems is determined using pose estimation. Once the projective transform relating 3D and 2D features is computed, a virtual 3D graphic is registered on the image. Many tests have been performed to show the efficiency of the proposed approach and to prove its relevance in terms of accuracy and time computation. The final application enabled real-time mobile tracking of markerless images augmented with 3D models to enrich the visual perception of the user.

Original languageEnglish
Title of host publication2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings
PublisherIEEE Computer Society
Pages2591-2595
Number of pages5
ISBN (Electronic)9781728163956
DOIs
Publication statusPublished - 1 Oct 2020
Event2020 IEEE International Conference on Image Processing, ICIP 2020 - Virtual, Abu Dhabi, United Arab Emirates
Duration: 25 Sept 202028 Sept 2020

Publication series

NameProceedings - International Conference on Image Processing, ICIP
Volume2020-October
ISSN (Print)1522-4880

Conference

Conference2020 IEEE International Conference on Image Processing, ICIP 2020
Country/TerritoryUnited Arab Emirates
CityVirtual, Abu Dhabi
Period25/09/2028/09/20

Keywords

  • Augmented Reality
  • Markerless Tracking
  • Mobile System
  • Open Solution

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