Machine Learning Enabled Mixed Reality Systems - For Evaluation and Validation of Augmented Experience in Aircraft Maintenance

Author:

Gulrez Tauseef1ORCID,Kekoc Vlado1ORCID,Gaurvit Emmanuel2ORCID,Schuhmacher Mark2ORCID,Mills Tony1ORCID

Affiliation:

1. Aerospace Platform Systems, Defence Science and Technology Group, Australia

2. Ground Software Team, Capability, Airbus Australia Pacific, Australia

Publisher

ACM

Reference19 articles.

1. Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

2. Scott L Delp , Frank C Anderson , Allison S Arnold , Peter Loan , Ayman Habib , Chand T John , Eran Guendelman , and Darryl G Thelen . 2007. Opensim: open-source software to create and analyze dynamic simulations of movement . IEEE transactions on biomedical engineering, 54(11): 1940 –1950. Scott L Delp, Frank C Anderson, Allison S Arnold, Peter Loan, Ayman Habib, Chand T John, Eran Guendelman, and Darryl G Thelen. 2007. Opensim: open-source software to create and analyze dynamic simulations of movement. IEEE transactions on biomedical engineering, 54(11):1940–1950.

3. Gabriel Evans , Jack Miller , Mariangely Iglesias Pena , Anastacia MacAllister, and Eliot Winer. 2017 . Evaluating the microsoft hololens through an augmented reality assembly application. In Degraded environments: sensing, processing, and display, volume 10197 , page 101970V . International Society for Optics and Photonics. Gabriel Evans, Jack Miller, Mariangely Iglesias Pena, Anastacia MacAllister, and Eliot Winer. 2017. Evaluating the microsoft hololens through an augmented reality assembly application. In Degraded environments: sensing, processing, and display, volume 10197, page 101970V. International Society for Optics and Photonics.

4. Aurélien Géron . 2019. Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems. “O'Reilly Media , Inc” . Aurélien Géron. 2019. Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems. “O'Reilly Media, Inc”.

5. Tauseef Gulrez , Vlado Kekoc , Doug Williams , Tony Mills , Vim Verhagen , James Ong , and Pier Marzocca . 2021 . A physical load metric development for assessment of mixed reality in aircraft inspection tasks . In AIAC 2021: 19th Australian International Aerospace Congress , Melbourne, Australia. pages 167–172. Engineers Australia. Tauseef Gulrez, Vlado Kekoc, Doug Williams, Tony Mills, Vim Verhagen, James Ong, and Pier Marzocca. 2021. A physical load metric development for assessment of mixed reality in aircraft inspection tasks. In AIAC 2021: 19th Australian International Aerospace Congress, Melbourne, Australia. pages 167–172. Engineers Australia.

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