TY - GEN
T1 - Exploring low-cost visual assets for conveying assembly instructions in AR
AU - Lavric, Traian
AU - Bricard, Emmanuel
AU - Preda, Marius
AU - Zaharia, Titus
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/8/25
Y1 - 2021/8/25
N2 - Augmented Reality (AR) is an emerging technology offering a great potential in assisting humans in a wide range of industrial processes, from manufacturing to validation and maintenance. However, very few AR solutions have been adopted so far in industrial sectors, mainly because of technical and acceptability issues. This paper has three main contributions: (1) it identifies potential barriers for AR adoption in manufacturing environments; (2) it proposes an AR training methodology that overcomes these challenges and finally, (3) it evaluates the proposed AR training approach in a concrete, real-world use case by conducting a field experiment with 12 participants. Our findings indicate that low-cost assistive visual assets (i.e. text, images, videos and arrows) can be sufficient for effectively delivering complex manual assembly instructions through AR head-mounted displays (i.e. Hololens 2). We finally discuss how the proposed methodology simplifies considerably the authoring of the AR instructions and how this technique can potentially be generalized to other similar industrial scenarios.
AB - Augmented Reality (AR) is an emerging technology offering a great potential in assisting humans in a wide range of industrial processes, from manufacturing to validation and maintenance. However, very few AR solutions have been adopted so far in industrial sectors, mainly because of technical and acceptability issues. This paper has three main contributions: (1) it identifies potential barriers for AR adoption in manufacturing environments; (2) it proposes an AR training methodology that overcomes these challenges and finally, (3) it evaluates the proposed AR training approach in a concrete, real-world use case by conducting a field experiment with 12 participants. Our findings indicate that low-cost assistive visual assets (i.e. text, images, videos and arrows) can be sufficient for effectively delivering complex manual assembly instructions through AR head-mounted displays (i.e. Hololens 2). We finally discuss how the proposed methodology simplifies considerably the authoring of the AR instructions and how this technique can potentially be generalized to other similar industrial scenarios.
KW - Assembly
KW - Augmented reality
KW - Authoring
KW - Field experiment
KW - Industry
KW - Low-cost visual assets
KW - Training
U2 - 10.1109/INISTA52262.2021.9548570
DO - 10.1109/INISTA52262.2021.9548570
M3 - Conference contribution
AN - SCOPUS:85116637090
T3 - 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings
BT - 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings
A2 - Kilimci, Zeynep Hilal
A2 - Yildirim, Tulay
A2 - Piuri, Vincenzo
A2 - Czarnowski, Ireneusz
A2 - Camacho, David
A2 - Manolopoulos, Yannis
A2 - Solak, Serdar
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021
Y2 - 25 August 2021 through 27 August 2021
ER -