Adaptive projection augmented reality with object recognition based on deep learning

Yoon Jung Park; Hyocheol Ro; Jung Hyun Byun; Tack Don Han

doi:10.1145/3308557.3308678

Adaptive projection augmented reality with object recognition based on deep learning

Yoon Jung Park, Hyocheol Ro, Jung Hyun Byun, Tack Don Han

College of Computing

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

3 Citations (Scopus)

Abstract

This study describes an Adaptive Projection Augmented Reality (AR) system that can provide information in real-time using object recognition. This approach is based on deep-learning through the construction of a 3D space from the real world. Through single system, a projector-camera unit with pan-tilt mechanism, the 360-degree space of user surroundings can be built into a 3-dimensional space and accomplish object and user recognition. a projection AR environment can be generated instantaneously. Information relevant to real-world objects can be provided through real-time interactions between the user and objects. Using spatial interaction, it also allows for achieving intuitive interactions with projection information, user interface (UI), and contents without touch sensors. Several scenarios for the use of this system are described below.

Original language	English
Title of host publication	Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019
Publisher	Association for Computing Machinery
Pages	51-52
Number of pages	2
ISBN (Electronic)	9781450366731
DOIs	https://doi.org/10.1145/3308557.3308678
Publication status	Published - 2019 Mar 16
Event	24th International Conference on Intelligent User Interfaces, IUI 2019 - Marina del Ray, United States Duration: 2019 Mar 16 → 2019 Mar 20

Publication series

Name	International Conference on Intelligent User Interfaces, Proceedings IUI

Conference

Conference	24th International Conference on Intelligent User Interfaces, IUI 2019
Country/Territory	United States
City	Marina del Ray
Period	19/3/16 → 19/3/20

Bibliographical note

Publisher Copyright:
© 2019 ACM.

All Science Journal Classification (ASJC) codes

Software
Human-Computer Interaction

Access to Document

10.1145/3308557.3308678

Cite this

Park, Y. J., Ro, H., Byun, J. H., & Han, T. D. (2019). Adaptive projection augmented reality with object recognition based on deep learning. In Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019 (pp. 51-52). (International Conference on Intelligent User Interfaces, Proceedings IUI). Association for Computing Machinery. https://doi.org/10.1145/3308557.3308678

@inproceedings{5a3700898ccc470e927fed470c75d44e,

title = "Adaptive projection augmented reality with object recognition based on deep learning",

abstract = "This study describes an Adaptive Projection Augmented Reality (AR) system that can provide information in real-time using object recognition. This approach is based on deep-learning through the construction of a 3D space from the real world. Through single system, a projector-camera unit with pan-tilt mechanism, the 360-degree space of user surroundings can be built into a 3-dimensional space and accomplish object and user recognition. a projection AR environment can be generated instantaneously. Information relevant to real-world objects can be provided through real-time interactions between the user and objects. Using spatial interaction, it also allows for achieving intuitive interactions with projection information, user interface (UI), and contents without touch sensors. Several scenarios for the use of this system are described below.",

author = "Park, {Yoon Jung} and Hyocheol Ro and Byun, {Jung Hyun} and Han, {Tack Don}",

note = "Publisher Copyright: {\textcopyright} 2019 ACM.; 24th International Conference on Intelligent User Interfaces, IUI 2019 ; Conference date: 16-03-2019 Through 20-03-2019",

year = "2019",

month = mar,

day = "16",

doi = "10.1145/3308557.3308678",

language = "English",

series = "International Conference on Intelligent User Interfaces, Proceedings IUI",

publisher = "Association for Computing Machinery",

pages = "51--52",

booktitle = "Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019",

}

Park, YJ, Ro, H, Byun, JH & Han, TD 2019, Adaptive projection augmented reality with object recognition based on deep learning. in Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. International Conference on Intelligent User Interfaces, Proceedings IUI, Association for Computing Machinery, pp. 51-52, 24th International Conference on Intelligent User Interfaces, IUI 2019, Marina del Ray, United States, 19/3/16. https://doi.org/10.1145/3308557.3308678

Adaptive projection augmented reality with object recognition based on deep learning. / Park, Yoon Jung; Ro, Hyocheol; Byun, Jung Hyun et al.
Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. Association for Computing Machinery, 2019. p. 51-52 (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

TY - GEN

T1 - Adaptive projection augmented reality with object recognition based on deep learning

AU - Park, Yoon Jung

AU - Ro, Hyocheol

AU - Byun, Jung Hyun

AU - Han, Tack Don

PY - 2019/3/16

Y1 - 2019/3/16

N2 - This study describes an Adaptive Projection Augmented Reality (AR) system that can provide information in real-time using object recognition. This approach is based on deep-learning through the construction of a 3D space from the real world. Through single system, a projector-camera unit with pan-tilt mechanism, the 360-degree space of user surroundings can be built into a 3-dimensional space and accomplish object and user recognition. a projection AR environment can be generated instantaneously. Information relevant to real-world objects can be provided through real-time interactions between the user and objects. Using spatial interaction, it also allows for achieving intuitive interactions with projection information, user interface (UI), and contents without touch sensors. Several scenarios for the use of this system are described below.

AB - This study describes an Adaptive Projection Augmented Reality (AR) system that can provide information in real-time using object recognition. This approach is based on deep-learning through the construction of a 3D space from the real world. Through single system, a projector-camera unit with pan-tilt mechanism, the 360-degree space of user surroundings can be built into a 3-dimensional space and accomplish object and user recognition. a projection AR environment can be generated instantaneously. Information relevant to real-world objects can be provided through real-time interactions between the user and objects. Using spatial interaction, it also allows for achieving intuitive interactions with projection information, user interface (UI), and contents without touch sensors. Several scenarios for the use of this system are described below.

UR - http://www.scopus.com/inward/record.url?scp=85074455168&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85074455168&partnerID=8YFLogxK

U2 - 10.1145/3308557.3308678

DO - 10.1145/3308557.3308678

M3 - Conference contribution

AN - SCOPUS:85074455168

T3 - International Conference on Intelligent User Interfaces, Proceedings IUI

SP - 51

EP - 52

BT - Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019

PB - Association for Computing Machinery

T2 - 24th International Conference on Intelligent User Interfaces, IUI 2019

Y2 - 16 March 2019 through 20 March 2019

ER -

Adaptive projection augmented reality with object recognition based on deep learning

Abstract

Publication series

Conference

Bibliographical note

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this