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GesturAR: An Authoring System for Creating Freehand Interactive Augmented Reality Applications

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Published:12 October 2021Publication History

ABSTRACT

Freehand gesture is an essential input modality for modern Augmented Reality (AR) user experiences. However, developing AR applications with customized hand interactions remains a challenge for end-users. Therefore, we propose GesturAR, an end-to-end authoring tool that supports users to create in-situ freehand AR applications through embodied demonstration and visual programming. During authoring, users can intuitively demonstrate the customized gesture inputs while referring to the spatial and temporal context. Based on the taxonomy of gestures in AR, we proposed a hand interaction model which maps the gesture inputs to the reactions of the AR contents. Thus, users can author comprehensive freehand applications using trigger-action visual programming and instantly experience the results in AR. Further, we demonstrate multiple application scenarios enabled by GesturAR, such as interactive virtual objects, robots, and avatars, room-level interactive AR spaces, embodied AR presentations, etc. Finally, we evaluate the performance and usability of GesturAR through a user study.

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References

  1. 3D Scanner App 2021. 3D Scanner App: Capture Anything in 3D. https://www.3dscannerapp.com/.Google ScholarGoogle Scholar
  2. Günter Alce, Mattias Wallergård, and Klas Hermodsson. 2015. WozARd: a wizard of Oz method for wearable augmented reality interaction—a pilot study. Advances in human-computer interaction 2015 (2015).Google ScholarGoogle Scholar
  3. Fraser Anderson, Tovi Grossman, and George Fitzmaurice. 2017. Trigger-action-circuits: Leveraging generative design to enable novices to design and build circuitry. In Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology. 331–342.Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. ARCore [n.d.]. ARCore. https://developers.google.com/ar.Google ScholarGoogle Scholar
  5. ARKit [n.d.]. ARKit Overview. https://developer.apple.com/augmented-reality/arkit/.Google ScholarGoogle Scholar
  6. Rahul Arora, Rubaiat Habib Kazi, Tovi Grossman, George Fitzmaurice, and Karan Singh. 2018. Symbiosissketch: Combining 2d & 3d sketching for designing detailed 3d objects in situ. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. 1–15.Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Rahul Arora, Rubaiat Habib Kazi, Danny M Kaufman, Wilmot Li, and Karan Singh. 2019. Magicalhands: Mid-air hand gestures for animating in vr. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology. 463–477.Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Daniel Ashbrook and Thad Starner. 2010. MAGIC: a motion gesture design tool. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2159–2168.Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Narges Ashtari, Andrea Bunt, Joanna McGrenere, Michael Nebeling, and Parmit K Chilana. 2020. Creating augmented and virtual reality applications: Current practices, challenges, and opportunities. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–13.Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. Hrvoje Benko, Ricardo Jota, and Andrew Wilson. 2012. Miragetable: freehand interaction on a projected augmented reality tabletop. In Proceedings of the SIGCHI conference on human factors in computing systems. 199–208.Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Fabio Bettio, Andrea Giachetti, Enrico Gobbetti, Fabio Marton, and Giovanni Pintore. 2007. A Practical Vision Based Approach to Unencumbered Direct Spatial Manipulation in Virtual Worlds.. In Eurographics Italian Chapter Conference. 145–150.Google ScholarGoogle Scholar
  12. Volkert Buchmann, Stephen Violich, Mark Billinghurst, and Andy Cockburn. 2004. FingARtips: gesture based direct manipulation in Augmented Reality. In Proceedings of the 2nd international conference on Computer graphics and interactive techniques in Australasia and South East Asia. 212–221.Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Yuanzhi Cao, Xun Qian, Tianyi Wang, Rachel Lee, Ke Huo, and Karthik Ramani. 2020. An Exploratory Study of Augmented Reality Presence for Tutoring Machine Tasks. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–13.Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Yuanzhi Cao, Tianyi Wang, Xun Qian, Pawan S Rao, Manav Wadhawan, Ke Huo, and Karthik Ramani. 2019. GhostAR: A Time-space Editor for Embodied Authoring of Human-Robot Collaborative Task with Augmented Reality. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology. 521–534.Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Di Laura Chen, Ravin Balakrishnan, and Tovi Grossman. 2020. Disambiguation techniques for freehand object manipulations in virtual reality. In 2020 IEEE conference on virtual reality and 3D user interfaces (VR). IEEE, 285–292.Google ScholarGoogle ScholarCross RefCross Ref
  16. Jiawen Chen, Shahram Izadi, and Andrew Fitzgibbon. 2012. KinÊtre: animating the world with the human body. In Proceedings of the 25th annual ACM symposium on User interface software and technology. 435–444.Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Xinghao Chen, Hengkai Guo, Guijin Wang, and Li Zhang. 2017. Motion feature augmented recurrent neural network for skeleton-based dynamic hand gesture recognition. In 2017 IEEE International Conference on Image Processing (ICIP). IEEE, 2881–2885.Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, and Karthik Ramani. 2017. Robust hand pose estimation during the interaction with an unknown object. In Proceedings of the IEEE International Conference on Computer Vision. 3123–3132.Google ScholarGoogle ScholarCross RefCross Ref
  19. Anind K Dey, Raffay Hamid, Chris Beckmann, Ian Li, and Daniel Hsu. 2004. a CAPpella: programming by demonstration of context-aware applications. In Proceedings of the SIGCHI conference on Human factors in computing systems. 33–40.Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. Mahmoud Elmezain, Ayoub Al-Hamadi, Jorg Appenrodt, and Bernd Michaelis. 2008. A hidden markov model-based continuous gesture recognition system for hand motion trajectory. In 2008 19th International Conference on Pattern Recognition. IEEE, 1–4.Google ScholarGoogle ScholarCross RefCross Ref
  21. Barrett Ens, Fraser Anderson, Tovi Grossman, Michelle Annett, Pourang Irani, and George Fitzmaurice. 2017. Ivy: Exploring spatially situated visual programming for authoring and understanding intelligent environments. In Proceedings of the 43rd Graphics Interface Conference. 156–162.Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. FinalIK 2021. FinalIK: Final IK - RootMotion. http://www.root-motion.com/final-ik.html.Google ScholarGoogle Scholar
  23. Markus Funk, Mareike Kritzler, and Florian Michahelles. 2017. HoloLens is more than air Tap: natural and intuitive interaction with holograms. In Proceedings of the seventh international conference on the internet of things. 1–2.Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. Terrell Glenn, Ananya Ipsita, Caleb Carithers, Kylie Peppler, and Karthik Ramani. 2020. StoryMakAR: Bringing Stories to Life With An Augmented Reality & Physical Prototyping Toolkit for Youth. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–14.Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Celeste Groenewald, Craig Anslow, Junayed Islam, Chris Rooney, Peter J Passmore, and BL Wong. 2016. Understanding 3D mid-air hand gestures with interactive surfaces and displays: a systematic literature review. (2016).Google ScholarGoogle Scholar
  26. Sinem Güven and Steven Feiner. 2003. Authoring 3D hypermedia for wearable augmented and virtual reality. In Proceedings of IEEE International Symposium on Wearable Computers (ISWC’03). 21–23.Google ScholarGoogle ScholarCross RefCross Ref
  27. Björn Hartmann, Leith Abdulla, Manas Mittal, and Scott R Klemmer. 2007. Authoring sensor-based interactions by demonstration with direct manipulation and pattern recognition. In Proceedings of the SIGCHI conference on Human factors in computing systems. 145–154.Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Robert Held, Ankit Gupta, Brian Curless, and Maneesh Agrawala. 2012. 3D puppetry: a kinect-based interface for 3D animation.. In UIST, Vol. 12. Citeseer, 423–434.Google ScholarGoogle Scholar
  29. Valentin Heun, James Hobin, and Pattie Maes. 2013. Reality editor: programming smarter objects. In Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication. 307–310.Google ScholarGoogle ScholarDigital LibraryDigital Library
  30. Otmar Hilliges, David Kim, Shahram Izadi, Malte Weiss, and Andrew Wilson. 2012. HoloDesk: direct 3d interactions with a situated see-through display. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2421–2430.Google ScholarGoogle ScholarDigital LibraryDigital Library
  31. Hololens 2 2021. Hololens 2: Mixed Reality Technology for Business. https://www.microsoft.com/en-us/hololens.Google ScholarGoogle Scholar
  32. Zhanpeng Huang, Weikai Li, and Pan Hui. 2015. Ubii: Towards seamless interaction between digital and physical worlds. In Proceedings of the 23rd ACM international conference on Multimedia. 341–350.Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Ke Huo and Karthik Ramani. 2016. Window-Shaping: 3D Design Ideation in Mixed Reality. In Proceedings of the 2016 Symposium on Spatial User Interaction. 189–189.Google ScholarGoogle ScholarDigital LibraryDigital Library
  34. Shahram Izadi, David Kim, Otmar Hilliges, David Molyneaux, Richard Newcombe, Pushmeet Kohli, Jamie Shotton, Steve Hodges, Dustin Freeman, Andrew Davison, 2011. KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera. In Proceedings of the 24th annual ACM symposium on User interface software and technology. 559–568.Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. Rubaiat Habib Kazi, Fanny Chevalier, Tovi Grossman, and George Fitzmaurice. 2014. Kitty: sketching dynamic and interactive illustrations. In Proceedings of the 27th annual ACM symposium on User interface software and technology. 395–405.Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Annie Kelly, R Benjamin Shapiro, Jonathan de Halleux, and Thomas Ball. 2018. ARcadia: A rapid prototyping platform for real-time tangible interfaces. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. 1–8.Google ScholarGoogle ScholarDigital LibraryDigital Library
  37. Jun-Sik Kim, MyungHwan Jeon, and Jung-Min Park. 2019. Multi-Hand Direct Manipulation of Complex Constrained Virtual Objects. In 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 3235–3240.Google ScholarGoogle Scholar
  38. Yongkwan Kim and Seok-Hyung Bae. 2016. SketchingWithHands: 3D sketching handheld products with first-person hand posture. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology. 797–808.Google ScholarGoogle ScholarDigital LibraryDigital Library
  39. Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. 2015. Siamese neural networks for one-shot image recognition. In ICML deep learning workshop, Vol. 2. Lille.Google ScholarGoogle Scholar
  40. Sinisa Kolaric, Alberto Raposo, and Marcelo Gattass. 2008. Direct 3D manipulation using vision-based recognition of uninstrumented hands. In X Symposium on Virtual and Augmented Reality. Citeseer, 212–220.Google ScholarGoogle Scholar
  41. Tobias Langlotz, Stefan Mooslechner, Stefanie Zollmann, Claus Degendorfer, Gerhard Reitmayr, and Dieter Schmalstieg. 2012. Sketching up the world: in situ authoring for mobile augmented reality. Personal and ubiquitous computing 16, 6 (2012), 623–630.Google ScholarGoogle Scholar
  42. David Ledo, Jo Vermeulen, Sheelagh Carpendale, Saul Greenberg, Lora Oehlberg, and Sebastian Boring. 2019. Astral: Prototyping Mobile and Smart Object Interactive Behaviours Using Familiar Applications. In Proceedings of the 2019 on Designing Interactive Systems Conference. 711–724.Google ScholarGoogle ScholarDigital LibraryDigital Library
  43. Bokyung Lee, Minjoo Cho, Joonhee Min, and Daniel Saakes. 2016. Posing and acting as input for personalizing furniture. In Proceedings of the 9th Nordic Conference on Human-Computer Interaction. 1–10.Google ScholarGoogle ScholarDigital LibraryDigital Library
  44. Gun A Lee, Gerard J Kim, and Mark Billinghurst. 2005. Immersive authoring: What you experience is what you get (wyxiwyg). Commun. ACM 48, 7 (2005), 76–81.Google ScholarGoogle ScholarDigital LibraryDigital Library
  45. Gun A Lee, Claudia Nelles, Mark Billinghurst, and Gerard Jounghyun Kim. 2004. Immersive authoring of tangible augmented reality applications. In Third IEEE and ACM International Symposium on Mixed and Augmented Reality. IEEE, 172–181.Google ScholarGoogle ScholarDigital LibraryDigital Library
  46. Jae Yeol Lee, Gue Won Rhee, and Dong Woo Seo. 2010. Hand gesture-based tangible interactions for manipulating virtual objects in a mixed reality environment. The International Journal of Advanced Manufacturing Technology 51, 9-12(2010), 1069–1082.Google ScholarGoogle ScholarCross RefCross Ref
  47. Minkyung Lee, Mark Billinghurst, Woonhyuk Baek, Richard Green, and Woontack Woo. 2013. A usability study of multimodal input in an augmented reality environment. Virtual Reality 17, 4 (2013), 293–305.Google ScholarGoogle ScholarDigital LibraryDigital Library
  48. Minkyung Lee, Richard Green, and Mark Billinghurst. 2008. 3D natural hand interaction for AR applications. In 2008 23rd International Conference Image and Vision Computing New Zealand. IEEE, 1–6.Google ScholarGoogle ScholarCross RefCross Ref
  49. Germán Leiva and Michel Beaudouin-Lafon. 2018. Montage: a video prototyping system to reduce re-shooting and increase re-usability. In Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology. 675–682.Google ScholarGoogle ScholarDigital LibraryDigital Library
  50. Germán Leiva, Cuong Nguyen, Rubaiat Habib Kazi, and Paul Asente. 2020. Pronto: Rapid Augmented Reality Video Prototyping Using Sketches and Enaction. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–13.Google ScholarGoogle ScholarDigital LibraryDigital Library
  51. Yingjiang Li, Jianhong Sun, and Rui Li. 2016. Human Action Recognition Based on Dynamic Time Warping and Movement Trajectory. International Journal of Simulation–Systems, Science & Technology 17, 46(2016).Google ScholarGoogle Scholar
  52. Henry Lieberman, Fabio Paternò, Markus Klann, and Volker Wulf. 2006. End-user development: An emerging paradigm. In End user development. Springer, 1–8.Google ScholarGoogle Scholar
  53. Hao Lü and Yang Li. 2012. Gesture coder: a tool for programming multi-touch gestures by demonstration. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2875–2884.Google ScholarGoogle ScholarDigital LibraryDigital Library
  54. Hao Lü and Yang Li. 2013. Gesture studio: Authoring multi-touch interactions through demonstration and declaration. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 257–266.Google ScholarGoogle ScholarDigital LibraryDigital Library
  55. Zhihan Lv, Alaa Halawani, Shengzhong Feng, Shafiq Ur Réhman, and Haibo Li. 2015. Touch-less interactive augmented reality game on vision-based wearable device. Personal and Ubiquitous Computing 19, 3 (2015), 551–567.Google ScholarGoogle ScholarDigital LibraryDigital Library
  56. Chunyong Ma, Shengsheng Zhang, Anni Wang, Yongyang Qi, and Ge Chen. 2020. Skeleton-based dynamic hand gesture recognition using an enhanced network with one-shot learning. Applied Sciences 10, 11 (2020), 3680.Google ScholarGoogle ScholarCross RefCross Ref
  57. MagicLeapMica 2021. Magic Leap: I am mica. https://www.magicleap.com/en-us/news/op-ed/i-am-mica.Google ScholarGoogle Scholar
  58. Atsushi Matsubayashi, Yasutoshi Makino, and Hiroyuki Shinoda. 2019. Direct finger manipulation of 3d object image with ultrasound haptic feedback. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1–11.Google ScholarGoogle ScholarDigital LibraryDigital Library
  59. Daniel Mendes, Fernando Fonseca, Bruno Araujo, Alfredo Ferreira, and Joaquim Jorge. 2014. Mid-air interactions above stereoscopic interactive tables. In 2014 IEEE Symposium on 3D User Interfaces (3DUI). IEEE, 3–10.Google ScholarGoogle ScholarCross RefCross Ref
  60. Byung-Woo Min, Ho-Sub Yoon, Jung Soh, Yun-Mo Yang, and Toshiaki Ejima. 1997. Hand gesture recognition using hidden Markov models. In 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation, Vol. 5. IEEE, 4232–4235.Google ScholarGoogle Scholar
  61. MRTK 2021. MRTK: MRTK-Unity Developer Documentation. https://docs.microsoft.com/en-us/windows/mixed-reality/mrtk-unity/.Google ScholarGoogle Scholar
  62. Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, and Christian Theobalt. 2017. Real-time hand tracking under occlusion from an egocentric rgb-d sensor. In Proceedings of the IEEE International Conference on Computer Vision. 1154–1163.Google ScholarGoogle Scholar
  63. Mathieu Nancel, Julie Wagner, Emmanuel Pietriga, Olivier Chapuis, and Wendy Mackay. 2011. Mid-air pan-and-zoom on wall-sized displays. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 177–186.Google ScholarGoogle ScholarDigital LibraryDigital Library
  64. Michael Nebeling and Katy Madier. 2019. 360proto: Making interactive virtual reality & augmented reality prototypes from paper. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1–13.Google ScholarGoogle ScholarDigital LibraryDigital Library
  65. Michael Nebeling, Janet Nebeling, Ao Yu, and Rob Rumble. 2018. Protoar: Rapid physical-digital prototyping of mobile augmented reality applications. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. 1–12.Google ScholarGoogle ScholarDigital LibraryDigital Library
  66. Michael Nebeling and Maximilian Speicher. 2018. The trouble with augmented reality/virtual reality authoring tools. In 2018 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct). IEEE, 333–337.Google ScholarGoogle ScholarCross RefCross Ref
  67. Andrew YC Nee, SK Ong, George Chryssolouris, and Dimitris Mourtzis. 2012. Augmented reality applications in design and manufacturing. CIRP annals 61, 2 (2012), 657–679.Google ScholarGoogle Scholar
  68. Gary Ng, Joon Gi Shin, Alexander Plopski, Christian Sandor, and Daniel Saakes. 2018. Situated game level editing in augmented reality. In Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction. 409–418.Google ScholarGoogle ScholarDigital LibraryDigital Library
  69. SK Ong and ZB Wang. 2011. Augmented assembly technologies based on 3D bare-hand interaction. CIRP annals 60, 1 (2011), 1–4.Google ScholarGoogle Scholar
  70. Jong-Seung Park. 2011. AR-Room: a rapid prototyping framework for augmented reality applications. Multimedia tools and applications 55, 3 (2011), 725–746.Google ScholarGoogle Scholar
  71. Viet Toan Phan and Seung Yeon Choo. 2010. Interior design in augmented reality environment. International Journal of Computer Applications 5, 5(2010), 16–21.Google ScholarGoogle ScholarCross RefCross Ref
  72. Wayne Piekarski and Bruce Thomas. 2002. ARQuake: the outdoor augmented reality gaming system. Commun. ACM 45, 1 (2002), 36–38.Google ScholarGoogle ScholarDigital LibraryDigital Library
  73. Wayne Piekarski and Bruce H Thomas. 2002. Using ARToolKit for 3D hand position tracking in mobile outdoor environments. In The First IEEE International Workshop Agumented Reality Toolkit,. IEEE, 2–pp.Google ScholarGoogle ScholarCross RefCross Ref
  74. Thammathip Piumsomboon, David Altimira, Hyungon Kim, Adrian Clark, Gun Lee, and Mark Billinghurst. 2014. Grasp-Shell vs gesture-speech: A comparison of direct and indirect natural interaction techniques in augmented reality. In 2014 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). IEEE, 73–82.Google ScholarGoogle ScholarCross RefCross Ref
  75. Thammathip Piumsomboon, Adrian Clark, Mark Billinghurst, and Andy Cockburn. 2013. User-defined gestures for augmented reality. In IFIP Conference on Human-Computer Interaction. Springer, 282–299.Google ScholarGoogle ScholarDigital LibraryDigital Library
  76. David Porfirio, Allison Sauppé, Aws Albarghouthi, and Bilge Mutlu. 2018. Authoring and verifying human-robot interactions. In Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology. 75–86.Google ScholarGoogle ScholarDigital LibraryDigital Library
  77. Victor Adrian Prisacariu, Olaf Kähler, Stuart Golodetz, Michael Sapienza, Tommaso Cavallari, Philip HS Torr, and David W Murray. 2017. Infinitam v3: A framework for large-scale 3d reconstruction with loop closure. arXiv preprint arXiv:1708.00783(2017).Google ScholarGoogle Scholar
  78. PyTorch 2021. PyTorch. https://pytorch.org/.Google ScholarGoogle Scholar
  79. Jing Qian, Jiaju Ma, Xiangyu Li, Benjamin Attal, Haoming Lai, James Tompkin, John F Hughes, and Jeff Huang. 2019. Portal-ble: Intuitive free-hand manipulation in unbounded smartphone-based augmented reality. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology. 133–145.Google ScholarGoogle ScholarDigital LibraryDigital Library
  80. Matthias Schwaller, Simon Brunner, and Denis Lalanne. 2013. Two handed mid-air gestural hci: Point+ command. In International Conference on Human-Computer Interaction. Springer, 388–397.Google ScholarGoogle ScholarDigital LibraryDigital Library
  81. Hartmut Seichter, Julian Looser, and Mark Billinghurst. 2008. ComposAR: An intuitive tool for authoring AR applications. In 2008 7th IEEE/ACM International Symposium on Mixed and Augmented Reality. IEEE, 177–178.Google ScholarGoogle ScholarDigital LibraryDigital Library
  82. Jinwook Shim, Yoonsik Yang, Nahyung Kang, Jonghoon Seo, and Tack-Don Han. 2016. Gesture-based interactive augmented reality content authoring system using HMD. Virtual Reality 20, 1 (2016), 57–69.Google ScholarGoogle ScholarDigital LibraryDigital Library
  83. Deepanjal Shrestha, Hyungwoo Lee, and Junchul Chun. 2018. Computer-vision-based bare-hand augmented reality interface for controlling an AR object. International Journal of Computer Aided Engineering and Technology 10, 3(2018), 257–265.Google ScholarGoogle ScholarCross RefCross Ref
  84. SonyAibo 2021. Sony: aibo. https://us.aibo.com/.Google ScholarGoogle Scholar
  85. Nur SyafiqahSafiee and Ajune Wanis Ismail. 2018. Ar home deco: virtual object manipulation technique using hand gesture in augmented reality. Innovations in Computing Technology and Applications 3 (2018).Google ScholarGoogle Scholar
  86. ultraleap 2021. Tracking: Leaping Motion Controller. https://www.ultraleap.com/product/leap-motion-controller/.Google ScholarGoogle Scholar
  87. Unity 2021. Unity: Real-Time Development Platform. https://www.unity.com.Google ScholarGoogle Scholar
  88. UnrealEngine 2021. UnrealEngine: The most powerful real-time 3D creation platform. https://www.unrealengine.com/en-US/.Google ScholarGoogle Scholar
  89. Ana Villanueva, Zhengzhe Zhu, Ziyi Liu, Kylie Peppler, Thomas Redick, and Karthik Ramani. 2020. Meta-AR-app: an authoring platform for collaborative augmented reality in STEM classrooms. In Proceedings of the 2020 CHI conference on human factors in computing systems. 1–14.Google ScholarGoogle ScholarDigital LibraryDigital Library
  90. Christian Von Hardenberg and François Bérard. 2001. Bare-hand human-computer interaction. In Proceedings of the 2001 workshop on Perceptive user interfaces. 1–8.Google ScholarGoogle ScholarDigital LibraryDigital Library
  91. Tianyi Wang, Xun Qian, Fengming He, Xiyun Hu, Ke Huo, Yuanzhi Cao, and Karthik Ramani. 2020. CAPturAR: An Augmented Reality Tool for Authoring Human-Involved Context-Aware Applications. In Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology. 328–341.Google ScholarGoogle ScholarDigital LibraryDigital Library
  92. Matt Whitlock, Jake Mitchell, Nick Pfeufer, Brad Arnot, Ryan Craig, Bryce Wilson, Brian Chung, and Danielle Albers Szafir. 2020. MRCAT: In Situ Prototyping of Interactive AR Environments. In International Conference on Human-Computer Interaction. Springer, 235–255.Google ScholarGoogle Scholar
  93. Adam S Williams, Jason Garcia, and Francisco Ortega. 2020. Understanding Multimodal User Gesture and Speech Behavior for Object Manipulation in Augmented Reality Using Elicitation. IEEE Transactions on Visualization and Computer Graphics 26, 12(2020), 3479–3489.Google ScholarGoogle ScholarCross RefCross Ref
  94. Graham Wilson, Thomas Carter, Sriram Subramanian, and Stephen A Brewster. 2014. Perception of ultrasonic haptic feedback on the hand: localisation and apparent motion. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 1133–1142.Google ScholarGoogle ScholarDigital LibraryDigital Library
  95. Jacob O Wobbrock, Meredith Ringel Morris, and Andrew D Wilson. 2009. User-defined gestures for surface computing. In Proceedings of the SIGCHI conference on human factors in computing systems. 1083–1092.Google ScholarGoogle ScholarDigital LibraryDigital Library
  96. Yukang Yan, Chun Yu, Xiaojuan Ma, Xin Yi, Ke Sun, and Yuanchun Shi. 2018. Virtualgrasp: Leveraging experience of interacting with physical objects to facilitate digital object retrieval. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. 1–13.Google ScholarGoogle ScholarDigital LibraryDigital Library
  97. Geng Yang, Honghao Lv, Feiyu Chen, Zhibo Pang, Jin Wang, Huayong Yang, and Junhui Zhang. 2018. A novel gesture recognition system for intelligent interaction with a nursing-care assistant robot. Applied Sciences 8, 12 (2018), 2349.Google ScholarGoogle ScholarCross RefCross Ref
  98. Hui Ye, Kin Chung Kwan, Wanchao Su, and Hongbo Fu. 2020. ARAnimator: in-situ character animation in mobile AR with user-defined motion gestures. ACM Transactions on Graphics (TOG) 39, 4 (2020), 83–1.Google ScholarGoogle ScholarDigital LibraryDigital Library
  99. Shahrouz Yousefi, Mhretab Kidane, Yeray Delgado, Julio Chana, and Nico Reski. 2016. 3D gesture-based interaction for immersive experience in mobile VR. In 2016 23rd International Conference on Pattern Recognition (ICPR). IEEE, 2121–2126.Google ScholarGoogle ScholarCross RefCross Ref
  100. Run Yu and Doug A Bowman. 2018. Force push: Exploring expressive gesture-to-force mappings for remote object manipulation in virtual reality. Frontiers in ICT 5(2018), 25.Google ScholarGoogle ScholarCross RefCross Ref
  101. Ya-Ting Yue, Yong-Liang Yang, Gang Ren, and Wenping Wang. 2017. SceneCtrl: Mixed reality enhancement via efficient scene editing. In Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology. 427–436.Google ScholarGoogle ScholarDigital LibraryDigital Library
  102. Bruno Zamborlin, Frederic Bevilacqua, Marco Gillies, and Mark D’inverno. 2014. Fluid gesture interaction design: Applications of continuous recognition for the design of modern gestural interfaces. ACM Transactions on Interactive Intelligent Systems (TiiS) 3, 4(2014), 1–30.Google ScholarGoogle ScholarDigital LibraryDigital Library
  103. Jürgen Zauner, Michael Haller, Alexander Brandl, and Werner Hartman. 2003. Authoring of a mixed reality assembly instructor for hierarchical structures. In The Second IEEE and ACM International Symposium on Mixed and Augmented Reality, 2003. Proceedings. IEEE, 237–246.Google ScholarGoogle ScholarCross RefCross Ref
  104. ZED Mini 2021. ZED Mini: Mixed Reality Camera. https://www.unity.com.Google ScholarGoogle Scholar
  105. Lei Zhang and Steve Oney. 2020. FlowMatic: An Immersive Authoring Tool for Creating Interactive Scenes in Virtual Reality. In Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology. 342–353.Google ScholarGoogle ScholarDigital LibraryDigital Library

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