A novel campus navigation APP with augmented reality and deep learning

Cheng Hung Lin, Yang Chung, Bo Yung Chou, Hsin Yi Chen, Chen Yang Tsai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Augmented reality has been widely used in many applications because of its ability to offer an amazing way to overlay computer-generated images over the user's real-world view, creating a composite view rooted in real and virtual worlds. Augmented Reality is a realistic, direct or indirect view of the physical reality environment whose elements are 'enhanced' through computer-generated or sensory input such as sound, video, graphics, tactile, or GPS data. In this paper, we present a novel campus navigation APP that uses augmented reality to provide users with a new and interesting way to meet our campus. With advanced augmented reality technologies such as computer vision and object recognition, the information about the campus environment and its objects is overlaid on the real world and becomes interactive. In order to improve the APP efficiency, this paper presents a virtual terrain modeling interface with deep learning to improve the object recognition ability.

Original languageEnglish
Title of host publicationProceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018
EditorsArtde Donald Kin-Tak Lam, Stephen D. Prior, Teen-Hang Meen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1075-1077
Number of pages3
ISBN (Electronic)9781538643426
DOIs
Publication statusPublished - 2018 Jun 22
Event4th IEEE International Conference on Applied System Innovation, ICASI 2018 - Chiba, Japan
Duration: 2018 Apr 132018 Apr 17

Publication series

NameProceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018

Conference

Conference4th IEEE International Conference on Applied System Innovation, ICASI 2018
CountryJapan
CityChiba
Period18/4/1318/4/17

    Fingerprint

Keywords

  • augmented reality
  • computer vision
  • computer vision
  • deep learning

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Energy Engineering and Power Technology
  • Control and Systems Engineering
  • Mechanical Engineering
  • Control and Optimization
  • Modelling and Simulation
  • Biomedical Engineering

Cite this

Lin, C. H., Chung, Y., Chou, B. Y., Chen, H. Y., & Tsai, C. Y. (2018). A novel campus navigation APP with augmented reality and deep learning. In A. D. K-T. Lam, S. D. Prior, & T-H. Meen (Eds.), Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018 (pp. 1075-1077). (Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASI.2018.8394464